diff --git a/README.md b/README.md index e76cb4e79..8d519b1e0 100644 --- a/README.md +++ b/README.md @@ -54,8 +54,8 @@ input_data = tp.from_csv("sales.csv") # Define a Temporian program input_node = input_data.node() -per_store = tp.set_index(input_node, "store") -weekly_sum = tp.moving_sum(per_store["price"], window_length=tp.duration.days(7)) +per_store = input_node.set_index("store") +weekly_sum = per_store["price"].moving_sum(window_length=tp.duration.days(7)) # Execute Temporian program output_data = weekly_sum.run({input_node: input_data}) diff --git a/benchmark/benchmark_time.py b/benchmark/benchmark_time.py index 3b4b981cb..8c22d7238 100644 --- a/benchmark/benchmark_time.py +++ b/benchmark/benchmark_time.py @@ -82,7 +82,7 @@ def benchmark_simple_moving_average(runner): ds = _build_toy_dataset(n) node = ds.node() - output = tp.simple_moving_average(node, window_length=10.0) + output = node.simple_moving_average(window_length=10.0) runner.benchmark( f"simple_moving_average:{n:_}", @@ -114,7 +114,7 @@ def benchmark_calendar_day_of_month(runner): ds = tp.from_pandas(pd.DataFrame({"timestamp": timestamps})) node = ds.node() - output = tp.calendar_day_of_month(node) + output = node.calendar_day_of_month() runner.benchmark( f"calendar_day_of_month:{n:_}", @@ -131,7 +131,7 @@ def benchmark_sample(runner): node_1 = ds_1.node() node_2 = ds_2.node() - output = tp.resample(node_1, node_2) + output = node_1.resample(node_2) runner.benchmark( f"sample:e{m:_}_s{n:_}", @@ -144,7 +144,7 @@ def benchmark_propagate(runner): for n in [100, 10_000, 1_000_000]: ds = _build_toy_dataset(n, data2_is_categorical_integer=True) node = ds.node() - output = tp.propagate(node["data_1"], node["data_2"]) + output = node["data_1"].propagate(node["data_2"]) runner.benchmark( f"propagate:{n:_}", @@ -159,8 +159,7 @@ def benchmark_cast(runner): ds = _build_toy_dataset(n) node = ds.node() - output = tp.cast( - node, + output = node.cast( { "data_1": tp.int32, "data_2": tp.float32, @@ -179,7 +178,7 @@ def benchmark_unique_timestamps(runner): for n in [100, 10_000, 1_000_000]: ds = _build_toy_dataset(n, data2_is_categorical_integer=True) node = ds.node() - output = tp.unique_timestamps(node["data_1"]) + output = node["data_1"].unique_timestamps() runner.benchmark( f"unique_timestamps:{n}", @@ -279,7 +278,7 @@ def benchmark_add_index(runner): ] for index in possible_indexes: - output = tp.add_index(node, index) + output = node.add_index(index) runner.benchmark( f"add_index:s:{number_timestamps:_}:num_idx:{len(index)}", lambda: tp.run(output, input={node: evset}), diff --git a/benchmark/scripts/add_index.py b/benchmark/scripts/add_index.py index db7b8e428..146b90713 100644 --- a/benchmark/scripts/add_index.py +++ b/benchmark/scripts/add_index.py @@ -73,7 +73,7 @@ def main(): indexes = ["feature_1", "feature_2", "feature_3", "feature_4", "feature_5"] input_node = input_data.node() - output_node = tp.add_index(input_node, indexes) + output_node = input_node.add_index(indexes) run(input_node, input_data, output_node) diff --git a/benchmark/scripts/basic.py b/benchmark/scripts/basic.py index 508f92a9b..c423ab5a8 100644 --- a/benchmark/scripts/basic.py +++ b/benchmark/scripts/basic.py @@ -76,8 +76,8 @@ def main(): node_2._sampling = node_1._sampling a = tp.glue(node_1, node_2) - b = tp.prefix(tp.simple_moving_average(a, window_length=10.0), "sma_") - c = tp.glue(a, tp.resample(b, a)) + b = a.simple_moving_average(window_length=10.0).prefix("sma_") + c = tp.glue(a, b.resample(a)) res: EventSet = tp.run( c, diff --git a/benchmark/scripts/sma.py b/benchmark/scripts/sma.py index ddad07b4e..44b863763 100644 --- a/benchmark/scripts/sma.py +++ b/benchmark/scripts/sma.py @@ -61,7 +61,7 @@ def main(): node = evset.node() - sma = tp.simple_moving_average(node, window_length=10) + sma = node.simple_moving_average(window_length=10) res: EventSet = tp.run( sma, diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml index c388a7d9c..9e17ec063 100644 --- a/docs/mkdocs.yml +++ b/docs/mkdocs.yml @@ -85,17 +85,20 @@ plugins: # https://mkdocstrings.github.io/python/usage/#globallocal-options docstring_style: google heading_level: 1 - members_order: source + members_order: alphabetical show_source: false show_submodules: false merge_init_into_class: false show_signature: true - separate_signature: true show_signature_annotations: true + separate_signature: true show_if_no_docstring: false group_by_category: true show_category_heading: false show_root_heading: true + inherited_members: true + show_bases: false + # show_root_full_path: false # show_root_toc_entry: false # show_symbol_type_heading: false # preload_modules: [temporian.core.operators] diff --git a/docs/public_api_test.py b/docs/public_api_test.py index f5a0ae167..8167b25f1 100644 --- a/docs/public_api_test.py +++ b/docs/public_api_test.py @@ -50,27 +50,7 @@ "save_graph", "load_graph", # OPERATORS - "cast", - "drop_index", - "enumerate", - "filter", "glue", - "join", - "add_index", - "set_index", - "lag", - "leak", - "prefix", - "propagate", - "resample", - "select", - "rename", - "since_last", - "begin", - "end", - "tick", - "timestamps", - "unique_timestamps", # BINARY OPERATORS "add", "subtract", @@ -88,16 +68,6 @@ "logical_and", "logical_or", "logical_xor", - # CALENDAR OPERATORS - "calendar_day_of_month", - "calendar_day_of_week", - "calendar_day_of_year", - "calendar_hour", - "calendar_iso_week", - "calendar_minute", - "calendar_month", - "calendar_second", - "calendar_year", # SCALAR OPERATORS "add_scalar", "subtract_scalar", @@ -118,14 +88,6 @@ "invert", "isnan", "notnan", - # WINDOW OPERATORS - "simple_moving_average", - "moving_standard_deviation", - "cumsum", - "moving_sum", - "moving_count", - "moving_min", - "moving_max", } diff --git a/docs/src/3_minutes.md b/docs/src/3_minutes.md index 918fd2702..b4e9f43fd 100644 --- a/docs/src/3_minutes.md +++ b/docs/src/3_minutes.md @@ -37,16 +37,16 @@ If the [`EventSet`][temporian.EventSet] has one (or many) indexes, its events wi ## Operators -Processing operations are performed by **operators**. For instance, the `tp.simple_moving_average()` operator computes the [simple moving average](https://en.wikipedia.org/wiki/Moving_average) of each feature in an [`EventSet`][temporian.EventSet]. +Processing operations are performed by **operators**. For instance, the [`EventSet.simple_moving_average()`][temporian.EventSet.simple_moving_average] operator computes the [simple moving average](https://en.wikipedia.org/wiki/Moving_average) of each feature in an [`EventSet`][temporian.EventSet]. The list of all available operators is available in the [API Reference](./reference/). ```python >>> # Compute the 2-day simple moving average of the EventSet defined above ->>> sma = tp.simple_moving_average(evset, window_length=tp.duration.days(2)) +>>> sma = evset.simple_moving_average(window_length=tp.duration.days(2)) >>> # Remove index to get a flat EventSet ->>> reindexed = tp.drop_index(sma) +>>> reindexed = sma.drop_index() >>> # Subtract feature_1 from feature_3 >>> sub = reindexed["feature_3"] - reindexed["feature_1"] diff --git a/docs/src/reference/index.md b/docs/src/reference/index.md index 59d6915a5..489eb556c 100644 --- a/docs/src/reference/index.md +++ b/docs/src/reference/index.md @@ -38,59 +38,59 @@ Check the index on the left for a more detailed description of any symbol. ## Operators -| Symbols | Description | -| ------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------- | -| [`tp.add_index()`][temporian.add_index] | Adds indexes to an [`EventSetNode`][temporian.EventSetNode]. | -| [`tp.begin()`][temporian.begin] | Generates a single timestamp at the beginning of the input. | -| [`tp.cast()`][temporian.cast] | Casts the dtype of features. | -| [`tp.drop_index()`][temporian.drop_index] | Removes indexes from an [`EventSetNode`][temporian.EventSetNode]. | -| [`tp.end()`][temporian.end] | Generates a single timestamp at the end of the input. | -| [`tp.enumerate()`][temporian.enumerate] | Creates an ordinal feature enumerating the events according to their timestamp. | -| [`tp.filter()`][temporian.filter] | Filters out events in an [`EventSetNode`][temporian.EventSetNode] for which a condition is false. | -| [`tp.glue()`][temporian.glue] | Concatenates [`EventSetNodes`][temporian.EventSetNode] with the same sampling. | -| [`tp.join()`][temporian.join] | Join [`EventSetNodes`][temporian.EventSetNode] with different samplings but the same index together. | -| [`tp.lag()`][temporian.lag] | Adds a delay to an [`EventSetNode`][temporian.EventSetNode]'s timestamps. | -| [`tp.leak()`][temporian.leak] | Subtracts a duration from an [`EventSetNode`][temporian.EventSetNode]'s timestamps. | -| [`tp.prefix()`][temporian.prefix] | Adds a prefix to the names of the features in an [`EventSetNode`][temporian.EventSetNode]. | -| [`tp.propagate()`][temporian.propagate] | Propagates feature values over a sub index. | -| [`tp.rename()`][temporian.rename] | Renames an [`EventSetNode`][temporian.EventSetNode]'s features and index. | -| [`tp.resample()`][temporian.resample] | Resamples an [`EventSetNode`][temporian.EventSetNode] at each timestamp of another [`EventSetNode`][temporian.EventSetNode]. | -| [`tp.select()`][temporian.select] | Selects a subset of features from an [`EventSetNode`][temporian.EventSetNode]. | -| [`tp.set_index()`][temporian.set_index] | Replaces the indexes in an [`EventSetNode`][temporian.EventSetNode]. | -| [`tp.since_last()`][temporian.since_last] | Computes the amount of time since the last distinct timestamp. | -| [`tp.tick()`][temporian.tick] | Generates timestamps at regular intervals in the range of a guide. | -| [`tp.timestamps()`][temporian.timestamps] | Creates a feature from the events timestamps (`float64`). | -| [`tp.unique_timestamps()`][temporian.unique_timestamps] | Removes events with duplicated timestamps from an [`EventSetNode`][temporian.EventSetNode]. | +| Symbols | Description | +| ---------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------ | +| [`EventSet.add_index()`][temporian.EventSet.add_index] | Adds indexes to an [`EventSet`][temporian.EventSet]. | +| [`EventSet.begin()`][temporian.EventSet.begin] | Generates a single timestamp at the beginning of the input. | +| [`EventSet.cast()`][temporian.EventSet.cast] | Casts the dtype of features. | +| [`EventSet.drop_index()`][temporian.EventSet.drop_index] | Removes indexes from an [`EventSet`][temporian.EventSet]. | +| [`EventSet.end()`][temporian.EventSet.end] | Generates a single timestamp at the end of the input. | +| [`EventSet.enumerate()`][temporian.EventSet.enumerate] | Creates an ordinal feature enumerating the events according to their timestamp. | +| [`EventSet.filter()`][temporian.EventSet.filter] | Filters out events in an [`EventSet`][temporian.EventSet] for which a condition is false. | +| [`tp.glue()`][temporian.glue] | Concatenates [`EventSets`][temporian.EventSet] with the same sampling. | +| [`EventSet.join()`][temporian.EventSet.join] | Join [`EventSets`][temporian.EventSet] with different samplings but the same index together. | +| [`EventSet.lag()`][temporian.EventSet.lag] | Adds a delay to an [`EventSet`][temporian.EventSet]'s timestamps. | +| [`EventSet.leak()`][temporian.EventSet.leak] | Subtracts a duration from an [`EventSet`][temporian.EventSet]'s timestamps. | +| [`EventSet.prefix()`][temporian.EventSet.prefix] | Adds a prefix to the names of the features in an [`EventSet`][temporian.EventSet]. | +| [`EventSet.propagate()`][temporian.EventSet.propagate] | Propagates feature values over a sub index. | +| [`EventSet.rename()`][temporian.EventSet.rename] | Renames an [`EventSet`][temporian.EventSet]'s features and index. | +| [`EventSet.resample()`][temporian.EventSet.resample] | Resamples an [`EventSet`][temporian.EventSet] at each timestamp of another [`EventSet`][temporian.EventSet]. | +| [`EventSet.select()`][temporian.EventSet.select] | Selects a subset of features from an [`EventSet`][temporian.EventSet]. | +| [`EventSet.set_index()`][temporian.EventSet.set_index] | Replaces the indexes in an [`EventSet`][temporian.EventSet]. | +| [`EventSet.since_last()`][temporian.EventSet.since_last] | Computes the amount of time since the last distinct timestamp. | +| [`EventSet.tick()`][temporian.EventSet.tick] | Generates timestamps at regular intervals in the range of a guide. | +| [`EventSet.timestamps()`][temporian.EventSet.timestamps] | Creates a feature from the events timestamps (`float64`). | +| [`EventSet.unique_timestamps()`][temporian.EventSet.unique_timestamps] | Removes events with duplicated timestamps from an [`EventSet`][temporian.EventSet]. | ### Binary operators -| Symbols | Description | -| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------- | -| [`tp.add()`][temporian.add] [`tp.subtract()`][temporian.subtract] [`tp.multiply()`][temporian.multiply] [`tp.divide()`][temporian.divide] [`tp.floordiv()`][temporian.floordiv] [`tp.modulo()`][temporian.modulo] [`tp.power()`][temporian.power] | Compute an arithmetic binary operation between two [`EventSetNodes`][temporian.EventSetNode]. Aliases for `+`, `-`, `\*`, `/`, etc. | -| [`tp.equal()`][temporian.equal] [`tp.not_equal()`][temporian.not_equal] [`tp.greater()`][temporian.greater] [`tp.greater_equal()`][temporian.greater_equal] [`tp.less()`][temporian.less] [`tp.less_equal()`][temporian.less_equal] | Compute a relational binary operator between two [`EventSetNodes`][temporian.EventSetNode]. | -| [`tp.logical_and()`][temporian.logical_and] [`tp.logical_or()`][temporian.logical_or] [`tp.logical_xor()`][temporian.logical_xor] | Compute a logical binary operation between two [`EventSetNodes`][temporian.EventSetNode]. | +| Symbols | Description | +| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------- | +| [`tp.add()`][temporian.add] [`tp.subtract()`][temporian.subtract] [`tp.multiply()`][temporian.multiply] [`tp.divide()`][temporian.divide] [`tp.floordiv()`][temporian.floordiv] [`tp.modulo()`][temporian.modulo] [`tp.power()`][temporian.power] | Compute an arithmetic binary operation between two [`EventSets`][temporian.EventSet]. Aliases for `+`, `-`, `\*`, `/`, etc. | +| [`tp.equal()`][temporian.equal] [`tp.not_equal()`][temporian.not_equal] [`tp.greater()`][temporian.greater] [`tp.greater_equal()`][temporian.greater_equal] [`tp.less()`][temporian.less] [`tp.less_equal()`][temporian.less_equal] | Compute a relational binary operator between two [`EventSets`][temporian.EventSet]. | +| [`tp.logical_and()`][temporian.logical_and] [`tp.logical_or()`][temporian.logical_or] [`tp.logical_xor()`][temporian.logical_xor] | Compute a logical binary operation between two [`EventSets`][temporian.EventSet]. | ### Unary operators -| Symbols | Description | -| ----------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------ | -| [`tp.abs()`][temporian.abs] [`tp.log()`][temporian.log] [`tp.invert()`][temporian.invert] [`tp.isnan()`][temporian.isnan] [`tp.notnan()`][temporian.notnan] | Compute unary operations on an [`EventSetNode`][temporian.EventSetNode]. | +| Symbols | Description | +| ----------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------- | +| [`tp.abs()`][temporian.abs] [`tp.log()`][temporian.log] [`tp.invert()`][temporian.invert] [`tp.isnan()`][temporian.isnan] [`tp.notnan()`][temporian.notnan] | Compute unary operations on an [`EventSet`][temporian.EventSet]. | ### Calendar operators -| Symbols | Description | -| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------ | -| [`tp.calendar_day_of_month()`][temporian.calendar_day_of_month] [`tp.calendar_day_of_week()`][temporian.calendar_day_of_week] [`tp.calendar_day_of_year()`][temporian.calendar_day_of_year] [`tp.calendar_hour()`][temporian.calendar_hour] [`tp.calendar_iso_week()`][temporian.calendar_iso_week] [`tp.calendar_minute()`][temporian.calendar_minute] [`tp.calendar_month()`][temporian.calendar_month] [`tp.calendar_second()`][temporian.calendar_second] [`tp.calendar_year()`][temporian.calendar_year] | Obtain the day of month / day of week / day of year / hour / ISO week / minute / month / second / year the timestamps in an EventSetNode are in. | +| Symbols | Description | +| ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [`EventSet.calendar_day_of_month()`][temporian.EventSet.calendar_day_of_month] [`EventSet.calendar_day_of_week()`][temporian.EventSet.calendar_day_of_week] [`EventSet.calendar_day_of_year()`][temporian.EventSet.calendar_day_of_year] [`EventSet.calendar_hour()`][temporian.EventSet.calendar_hour] [`EventSet.calendar_iso_week()`][temporian.EventSet.calendar_iso_week] [`EventSet.calendar_minute()`][temporian.EventSet.calendar_minute] [`EventSet.calendar_month()`][temporian.EventSet.calendar_month] [`EventSet.calendar_second()`][temporian.EventSet.calendar_second] [`EventSet.calendar_year()`][temporian.EventSet.calendar_year] | Obtain the day of month / day of week / day of year / hour / ISO week / minute / month / second / year the timestamps in an [`EventSet`][temporian.EventSet] are in. | ### Scalar operators -| Symbols | Description | -| --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------- | -| [`tp.add_scalar()`][temporian.add_scalar] [`tp.subtract_scalar()`][temporian.subtract_scalar] [`tp.multiply_scalar()`][temporian.multiply_scalar] [`tp.divide_scalar()`][temporian.divide_scalar] [`tp.floordiv_scalar()`][temporian.floordiv_scalar] [`tp.modulo_scalar()`][temporian.modulo_scalar] [`tp.power_scalar()`][temporian.power_scalar] | Compute an arithmetic operation between an [`EventSetNode`][temporian.EventSetNode] and a scalar value. | -| [`tp.equal_scalar()`][temporian.equal_scalar] [`tp.not_equal_scalar()`][temporian.not_equal_scalar] [`tp.greater_equal_scalar()`][temporian.greater_equal_scalar] [`tp.greater_scalar()`][temporian.greater_scalar] [`tp.less_equal_scalar()`][temporian.less_equal_scalar] [`tp.less_scalar()`][temporian.less_scalar] | Compute a relational operation between an [`EventSetNode`][temporian.EventSetNode] and a scalar value. | +| Symbols | Description | +| --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------- | +| [`tp.add_scalar()`][temporian.add_scalar] [`tp.subtract_scalar()`][temporian.subtract_scalar] [`tp.multiply_scalar()`][temporian.multiply_scalar] [`tp.divide_scalar()`][temporian.divide_scalar] [`tp.floordiv_scalar()`][temporian.floordiv_scalar] [`tp.modulo_scalar()`][temporian.modulo_scalar] [`tp.power_scalar()`][temporian.power_scalar] | Compute an arithmetic operation between an [`EventSet`][temporian.EventSet] and a scalar value. | +| [`tp.equal_scalar()`][temporian.equal_scalar] [`tp.not_equal_scalar()`][temporian.not_equal_scalar] [`tp.greater_equal_scalar()`][temporian.greater_equal_scalar] [`tp.greater_scalar()`][temporian.greater_scalar] [`tp.less_equal_scalar()`][temporian.less_equal_scalar] [`tp.less_scalar()`][temporian.less_scalar] | Compute a relational operation between an [`EventSet`][temporian.EventSet] and a scalar value. | ### Window operators -| Symbols | Description | -| ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------- | -| [`tp.simple_moving_average()`][temporian.simple_moving_average] [`tp.moving_standard_deviation()`][temporian.moving_standard_deviation] [`tp.cumsum()`][temporian.cumsum] [`tp.moving_sum()`][temporian.moving_sum] [`tp.moving_count()`][temporian.moving_count] [`tp.moving_min()`][temporian.moving_min] [`tp.moving_max()`][temporian.moving_max] | Compute an operation on the values in a sliding window over an EventSetNode's timestamps. | +| Symbols | Description | +| -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------- | +| [`EventSet.simple_moving_average()`][temporian.EventSet.simple_moving_average] [`EventSet.moving_standard_deviation()`][temporian.EventSet.moving_standard_deviation] [`EventSet.cumsum()`][temporian.EventSet.cumsum] [`EventSet.moving_sum()`][temporian.EventSet.moving_sum] [`EventSet.moving_count()`][temporian.EventSet.moving_count] [`EventSet.moving_min()`][temporian.EventSet.moving_min] [`EventSet.moving_max()`][temporian.EventSet.moving_max] | Compute an operation on the values in a sliding window over an EventSet's timestamps. | diff --git a/docs/src/reference/temporian/internals/EventSetOperations.md b/docs/src/reference/temporian/internals/EventSetOperations.md new file mode 100644 index 000000000..b0106ff05 --- /dev/null +++ b/docs/src/reference/temporian/internals/EventSetOperations.md @@ -0,0 +1 @@ +::: temporian.core.event_set_ops.EventSetOperations diff --git a/docs/src/reference/temporian/internals/EventSetOperationsMixin.md b/docs/src/reference/temporian/internals/EventSetOperationsMixin.md deleted file mode 100644 index 8e02806d8..000000000 --- a/docs/src/reference/temporian/internals/EventSetOperationsMixin.md +++ /dev/null @@ -1 +0,0 @@ -::: temporian.core.mixins.EventSetOperationsMixin diff --git a/docs/src/reference/temporian/operators/add_index.md b/docs/src/reference/temporian/operators/add_index.md index e69de29bb..6db45e5ac 100644 --- a/docs/src/reference/temporian/operators/add_index.md +++ b/docs/src/reference/temporian/operators/add_index.md @@ -0,0 +1 @@ +::: temporian.EventSet.add_index diff --git a/docs/src/reference/temporian/operators/begin.md b/docs/src/reference/temporian/operators/begin.md index e69de29bb..2620016e8 100644 --- a/docs/src/reference/temporian/operators/begin.md +++ b/docs/src/reference/temporian/operators/begin.md @@ -0,0 +1 @@ +::: temporian.EventSet.begin diff --git a/docs/src/reference/temporian/operators/calendar/calendar_day_of_month.md b/docs/src/reference/temporian/operators/calendar/calendar_day_of_month.md index e69de29bb..b59f7471e 100644 --- a/docs/src/reference/temporian/operators/calendar/calendar_day_of_month.md +++ b/docs/src/reference/temporian/operators/calendar/calendar_day_of_month.md @@ -0,0 +1 @@ +::: temporian.EventSet.calendar_day_of_month diff --git a/docs/src/reference/temporian/operators/calendar/calendar_day_of_week.md b/docs/src/reference/temporian/operators/calendar/calendar_day_of_week.md index e69de29bb..612bad219 100644 --- a/docs/src/reference/temporian/operators/calendar/calendar_day_of_week.md +++ b/docs/src/reference/temporian/operators/calendar/calendar_day_of_week.md @@ -0,0 +1 @@ +::: temporian.EventSet.calendar_day_of_week diff --git a/docs/src/reference/temporian/operators/calendar/calendar_day_of_year.md b/docs/src/reference/temporian/operators/calendar/calendar_day_of_year.md index e69de29bb..334701e3b 100644 --- a/docs/src/reference/temporian/operators/calendar/calendar_day_of_year.md +++ b/docs/src/reference/temporian/operators/calendar/calendar_day_of_year.md @@ -0,0 +1 @@ +::: temporian.EventSet.calendar_day_of_year diff --git a/docs/src/reference/temporian/operators/calendar/calendar_hour.md b/docs/src/reference/temporian/operators/calendar/calendar_hour.md index e69de29bb..723068bda 100644 --- a/docs/src/reference/temporian/operators/calendar/calendar_hour.md +++ b/docs/src/reference/temporian/operators/calendar/calendar_hour.md @@ -0,0 +1 @@ +::: temporian.EventSet.calendar_hour diff --git a/docs/src/reference/temporian/operators/calendar/calendar_iso_week.md b/docs/src/reference/temporian/operators/calendar/calendar_iso_week.md index e69de29bb..526bf09b4 100644 --- a/docs/src/reference/temporian/operators/calendar/calendar_iso_week.md +++ b/docs/src/reference/temporian/operators/calendar/calendar_iso_week.md @@ -0,0 +1 @@ +::: temporian.EventSet.calendar_iso_week diff --git a/docs/src/reference/temporian/operators/calendar/calendar_minute.md b/docs/src/reference/temporian/operators/calendar/calendar_minute.md index e69de29bb..c6fa23023 100644 --- a/docs/src/reference/temporian/operators/calendar/calendar_minute.md +++ b/docs/src/reference/temporian/operators/calendar/calendar_minute.md @@ -0,0 +1 @@ +::: temporian.EventSet.calendar_minute diff --git a/docs/src/reference/temporian/operators/calendar/calendar_month.md b/docs/src/reference/temporian/operators/calendar/calendar_month.md index e69de29bb..d6afb2c67 100644 --- a/docs/src/reference/temporian/operators/calendar/calendar_month.md +++ b/docs/src/reference/temporian/operators/calendar/calendar_month.md @@ -0,0 +1 @@ +::: temporian.EventSet.calendar_month diff --git a/docs/src/reference/temporian/operators/calendar/calendar_second.md b/docs/src/reference/temporian/operators/calendar/calendar_second.md index e69de29bb..3e6843daf 100644 --- a/docs/src/reference/temporian/operators/calendar/calendar_second.md +++ b/docs/src/reference/temporian/operators/calendar/calendar_second.md @@ -0,0 +1 @@ +::: temporian.EventSet.calendar_second diff --git a/docs/src/reference/temporian/operators/calendar/calendar_year.md b/docs/src/reference/temporian/operators/calendar/calendar_year.md index e69de29bb..6b98363f2 100644 --- a/docs/src/reference/temporian/operators/calendar/calendar_year.md +++ b/docs/src/reference/temporian/operators/calendar/calendar_year.md @@ -0,0 +1 @@ +::: temporian.EventSet.calendar_year diff --git a/docs/src/reference/temporian/operators/cast.md b/docs/src/reference/temporian/operators/cast.md index e69de29bb..18213cfa3 100644 --- a/docs/src/reference/temporian/operators/cast.md +++ b/docs/src/reference/temporian/operators/cast.md @@ -0,0 +1 @@ +::: temporian.EventSet.cast diff --git a/docs/src/reference/temporian/operators/drop_index.md b/docs/src/reference/temporian/operators/drop_index.md index e69de29bb..eeed4dc1f 100644 --- a/docs/src/reference/temporian/operators/drop_index.md +++ b/docs/src/reference/temporian/operators/drop_index.md @@ -0,0 +1 @@ +::: temporian.EventSet.drop_index diff --git a/docs/src/reference/temporian/operators/end.md b/docs/src/reference/temporian/operators/end.md index e69de29bb..2906e9a50 100644 --- a/docs/src/reference/temporian/operators/end.md +++ b/docs/src/reference/temporian/operators/end.md @@ -0,0 +1 @@ +::: temporian.EventSet.end diff --git a/docs/src/reference/temporian/operators/enumerate.md b/docs/src/reference/temporian/operators/enumerate.md index e69de29bb..6b0726eb5 100644 --- a/docs/src/reference/temporian/operators/enumerate.md +++ b/docs/src/reference/temporian/operators/enumerate.md @@ -0,0 +1 @@ +::: temporian.EventSet.enumerate diff --git a/docs/src/reference/temporian/operators/filter.md b/docs/src/reference/temporian/operators/filter.md index e69de29bb..61e61052c 100644 --- a/docs/src/reference/temporian/operators/filter.md +++ b/docs/src/reference/temporian/operators/filter.md @@ -0,0 +1 @@ +::: temporian.EventSet.filter diff --git a/docs/src/reference/temporian/operators/join.md b/docs/src/reference/temporian/operators/join.md index e69de29bb..ce74991d9 100644 --- a/docs/src/reference/temporian/operators/join.md +++ b/docs/src/reference/temporian/operators/join.md @@ -0,0 +1 @@ +::: temporian.EventSet.join diff --git a/docs/src/reference/temporian/operators/lag.md b/docs/src/reference/temporian/operators/lag.md index e69de29bb..93d31d3db 100644 --- a/docs/src/reference/temporian/operators/lag.md +++ b/docs/src/reference/temporian/operators/lag.md @@ -0,0 +1 @@ +::: temporian.EventSet.lag diff --git a/docs/src/reference/temporian/operators/leak.md b/docs/src/reference/temporian/operators/leak.md index e69de29bb..93d31d3db 100644 --- a/docs/src/reference/temporian/operators/leak.md +++ b/docs/src/reference/temporian/operators/leak.md @@ -0,0 +1 @@ +::: temporian.EventSet.lag diff --git a/docs/src/reference/temporian/operators/prefix.md b/docs/src/reference/temporian/operators/prefix.md index e69de29bb..96c0bbc3e 100644 --- a/docs/src/reference/temporian/operators/prefix.md +++ b/docs/src/reference/temporian/operators/prefix.md @@ -0,0 +1 @@ +::: temporian.EventSet.prefix diff --git a/docs/src/reference/temporian/operators/propagate.md b/docs/src/reference/temporian/operators/propagate.md index e69de29bb..7093a4db0 100644 --- a/docs/src/reference/temporian/operators/propagate.md +++ b/docs/src/reference/temporian/operators/propagate.md @@ -0,0 +1 @@ +::: temporian.EventSet.propagate diff --git a/docs/src/reference/temporian/operators/rename.md b/docs/src/reference/temporian/operators/rename.md index e69de29bb..3767c1a6d 100644 --- a/docs/src/reference/temporian/operators/rename.md +++ b/docs/src/reference/temporian/operators/rename.md @@ -0,0 +1 @@ +::: temporian.EventSet.rename diff --git a/docs/src/reference/temporian/operators/resample.md b/docs/src/reference/temporian/operators/resample.md index e69de29bb..0271ca3fd 100644 --- a/docs/src/reference/temporian/operators/resample.md +++ b/docs/src/reference/temporian/operators/resample.md @@ -0,0 +1 @@ +::: temporian.EventSet.resample diff --git a/docs/src/reference/temporian/operators/select.md b/docs/src/reference/temporian/operators/select.md index e69de29bb..8959d6a77 100644 --- a/docs/src/reference/temporian/operators/select.md +++ b/docs/src/reference/temporian/operators/select.md @@ -0,0 +1 @@ +::: temporian.EventSet.select diff --git a/docs/src/reference/temporian/operators/set_index.md b/docs/src/reference/temporian/operators/set_index.md index e69de29bb..5cbca98c7 100644 --- a/docs/src/reference/temporian/operators/set_index.md +++ b/docs/src/reference/temporian/operators/set_index.md @@ -0,0 +1 @@ +::: temporian.EventSet.set_index diff --git a/docs/src/reference/temporian/operators/since_last.md b/docs/src/reference/temporian/operators/since_last.md index e69de29bb..0c76ac349 100644 --- a/docs/src/reference/temporian/operators/since_last.md +++ b/docs/src/reference/temporian/operators/since_last.md @@ -0,0 +1 @@ +::: temporian.EventSet.since_last diff --git a/docs/src/reference/temporian/operators/tick.md b/docs/src/reference/temporian/operators/tick.md index e69de29bb..9882c54ac 100644 --- a/docs/src/reference/temporian/operators/tick.md +++ b/docs/src/reference/temporian/operators/tick.md @@ -0,0 +1 @@ +::: temporian.EventSet.tick diff --git a/docs/src/reference/temporian/operators/timestamps.md b/docs/src/reference/temporian/operators/timestamps.md index e69de29bb..e718fcd2a 100644 --- a/docs/src/reference/temporian/operators/timestamps.md +++ b/docs/src/reference/temporian/operators/timestamps.md @@ -0,0 +1 @@ +::: temporian.EventSet.timestamps diff --git a/docs/src/reference/temporian/operators/unique_timestamps.md b/docs/src/reference/temporian/operators/unique_timestamps.md index e69de29bb..053fba8e4 100644 --- a/docs/src/reference/temporian/operators/unique_timestamps.md +++ b/docs/src/reference/temporian/operators/unique_timestamps.md @@ -0,0 +1 @@ +::: temporian.EventSet.unique_timestamps diff --git a/docs/src/reference/temporian/operators/window/cumsum.md b/docs/src/reference/temporian/operators/window/cumsum.md index e69de29bb..b75e3138e 100644 --- a/docs/src/reference/temporian/operators/window/cumsum.md +++ b/docs/src/reference/temporian/operators/window/cumsum.md @@ -0,0 +1 @@ +::: temporian.EventSet.cumsum diff --git a/docs/src/reference/temporian/operators/window/moving_count.md b/docs/src/reference/temporian/operators/window/moving_count.md index e69de29bb..c966f89f5 100644 --- a/docs/src/reference/temporian/operators/window/moving_count.md +++ b/docs/src/reference/temporian/operators/window/moving_count.md @@ -0,0 +1 @@ +::: temporian.EventSet.moving_count diff --git a/docs/src/reference/temporian/operators/window/moving_max.md b/docs/src/reference/temporian/operators/window/moving_max.md index e69de29bb..9f9807853 100644 --- a/docs/src/reference/temporian/operators/window/moving_max.md +++ b/docs/src/reference/temporian/operators/window/moving_max.md @@ -0,0 +1 @@ +::: temporian.EventSet.moving_max diff --git a/docs/src/reference/temporian/operators/window/moving_min.md b/docs/src/reference/temporian/operators/window/moving_min.md index e69de29bb..f486f63d4 100644 --- a/docs/src/reference/temporian/operators/window/moving_min.md +++ b/docs/src/reference/temporian/operators/window/moving_min.md @@ -0,0 +1 @@ +::: temporian.EventSet.moving_min diff --git a/docs/src/reference/temporian/operators/window/moving_standard_deviation.md b/docs/src/reference/temporian/operators/window/moving_standard_deviation.md index e69de29bb..069e927a5 100644 --- a/docs/src/reference/temporian/operators/window/moving_standard_deviation.md +++ b/docs/src/reference/temporian/operators/window/moving_standard_deviation.md @@ -0,0 +1 @@ +::: temporian.EventSet.moving_standard_deviation diff --git a/docs/src/reference/temporian/operators/window/moving_sum.md b/docs/src/reference/temporian/operators/window/moving_sum.md index e69de29bb..a57b375f8 100644 --- a/docs/src/reference/temporian/operators/window/moving_sum.md +++ b/docs/src/reference/temporian/operators/window/moving_sum.md @@ -0,0 +1 @@ +::: temporian.EventSet.moving_sum diff --git a/docs/src/reference/temporian/operators/window/simple_moving_average.md b/docs/src/reference/temporian/operators/window/simple_moving_average.md index e69de29bb..1d7c0088c 100644 --- a/docs/src/reference/temporian/operators/window/simple_moving_average.md +++ b/docs/src/reference/temporian/operators/window/simple_moving_average.md @@ -0,0 +1 @@ +::: temporian.EventSet.simple_moving_average diff --git a/docs/src/tutorials/bank_fraud_detection_with_tfdf.ipynb b/docs/src/tutorials/bank_fraud_detection_with_tfdf.ipynb index 5aee1e3b0..93a9613ee 100644 --- a/docs/src/tutorials/bank_fraud_detection_with_tfdf.ipynb +++ b/docs/src/tutorials/bank_fraud_detection_with_tfdf.ipynb @@ -36,10 +36,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "77dc817d-b6fa-4b89-af98-efadcfb30324", - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:54:54.569707Z", + "iopub.status.busy": "2023-07-24T15:54:54.569423Z", + "iopub.status.idle": "2023-07-24T15:54:58.941593Z", + "shell.execute_reply": "2023-07-24T15:54:58.941090Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Note: you may need to restart the kernel to use updated packages.\n", + "Note: you may need to restart the kernel to use updated packages.\n", + "Note: you may need to restart the kernel to use updated packages.\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], "source": [ "# For data preprocessing and augmantation\n", "%pip install temporian -q\n", @@ -56,27 +74,21 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "id": "da9a2569-03ae-4ead-a16c-e9e6ef5cf5f5", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2023-07-12 11:10:51.753669: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.\n", - "2023-07-12 11:10:51.755297: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.\n", - "2023-07-12 11:10:51.785666: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.\n", - "2023-07-12 11:10:51.786308: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n", - "To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n", - "2023-07-12 11:10:52.380766: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n" - ] + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:54:58.944218Z", + "iopub.status.busy": "2023-07-24T15:54:58.943917Z", + "iopub.status.idle": "2023-07-24T15:55:03.031680Z", + "shell.execute_reply": "2023-07-24T15:55:03.031322Z" } - ], + }, + "outputs": [], "source": [ - "import os\n", "import datetime\n", "import concurrent.futures\n", + "from typing import Dict\n", "\n", "# Temporian is used for temporal data augmentation\n", "import temporian as tp\n", @@ -108,9 +120,16 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "f7e8425f-bdc1-4a0e-8bbf-96af7568811e", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:55:03.034006Z", + "iopub.status.busy": "2023-07-24T15:55:03.033766Z", + "iopub.status.idle": "2023-07-24T15:55:03.036854Z", + "shell.execute_reply": "2023-07-24T15:55:03.036536Z" + } + }, "outputs": [ { "name": "stdout", @@ -147,7 +166,14 @@ "cell_type": "code", "execution_count": 4, "id": "e9496610-0e6a-4f73-a0a3-769146801f48", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:55:03.038683Z", + "iopub.status.busy": "2023-07-24T15:55:03.038550Z", + "iopub.status.idle": "2023-07-24T15:57:31.466171Z", + "shell.execute_reply": "2023-07-24T15:57:31.465806Z" + } + }, "outputs": [ { "name": "stdout", @@ -398,7 +424,14 @@ "cell_type": "code", "execution_count": 5, "id": "245659eb-0a36-4dfd-ae22-260ed478cf23", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:57:31.468371Z", + "iopub.status.busy": "2023-07-24T15:57:31.468217Z", + "iopub.status.idle": "2023-07-24T15:57:31.596192Z", + "shell.execute_reply": "2023-07-24T15:57:31.595819Z" + } + }, "outputs": [], "source": [ "dataset_pd = dataset_pd[[\"TX_DATETIME\", \"CUSTOMER_ID\", \"TERMINAL_ID\", \"TX_AMOUNT\", \"TX_FRAUD\"]]" @@ -416,14 +449,21 @@ "cell_type": "code", "execution_count": 6, "id": "7df5afca-39bd-4a95-b1db-f0ceffb0fadf", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:57:31.598461Z", + "iopub.status.busy": "2023-07-24T15:57:31.598288Z", + "iopub.status.idle": "2023-07-24T15:57:32.345194Z", + "shell.execute_reply": "2023-07-24T15:57:32.344819Z" + } + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "WARNING:root:Feature \"CUSTOMER_ID\" is an array of numpy.object_ and was casted to numpy.str_.\n", - "WARNING:root:Feature \"TERMINAL_ID\" is an array of numpy.object_ and was casted to numpy.str_.\n" + "WARNING:root:Feature \"CUSTOMER_ID\" is an array of numpy.object_ and was casted to numpy.string_ (Note: numpy.string_ is equivalent to numpy.bytes_).\n", + "WARNING:root:Feature \"TERMINAL_ID\" is an array of numpy.object_ and was casted to numpy.string_ (Note: numpy.string_ is equivalent to numpy.bytes_).\n" ] }, { @@ -434,11 +474,11 @@ "events:\n", " (1754155 events):\n", " timestamps: [1.5225e+09 1.5225e+09 1.5225e+09 ... 1.5384e+09 1.5384e+09 1.5384e+09]\n", - " 'CUSTOMER_ID': ['596' '4961' '2' ... '618' '4056' '3542']\n", - " 'TERMINAL_ID': ['3156' '3412' '1365' ... '1502' '3067' '9849']\n", + " 'CUSTOMER_ID': [b'596' b'4961' b'2' ... b'618' b'4056' b'3542']\n", + " 'TERMINAL_ID': [b'3156' b'3412' b'1365' ... b'1502' b'3067' b'9849']\n", " 'TX_AMOUNT': [ 57.16 81.51 146. ... 6.62 55.4 23.59]\n", " 'TX_FRAUD': [0 0 0 ... 0 0 0]\n", - "memory usage: 98.2 MB" + "memory usage: 56.1 MB" ] }, "execution_count": 6, @@ -464,7 +504,14 @@ "cell_type": "code", "execution_count": 7, "id": "d3c5aed2-ec03-415e-8ce7-efae10f4b73c", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:57:32.347065Z", + "iopub.status.busy": "2023-07-24T15:57:32.346923Z", + "iopub.status.idle": "2023-07-24T15:58:05.684659Z", + "shell.execute_reply": "2023-07-24T15:58:05.684282Z" + } + }, "outputs": [ { "data": { @@ -493,11 +540,18 @@ "cell_type": "code", "execution_count": 8, "id": "f4d33be4-458c-493c-88d8-9072a82ef792", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:58:05.687344Z", + "iopub.status.busy": "2023-07-24T15:58:05.687199Z", + "iopub.status.idle": "2023-07-24T15:58:06.101252Z", + "shell.execute_reply": "2023-07-24T15:58:06.100898Z" + } + }, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -507,10 +561,10 @@ } ], "source": [ - "tp.add_index(dataset_tp, \"CUSTOMER_ID\").plot(indexes=\"3774\")\n", + "dataset_tp.add_index(\"CUSTOMER_ID\").plot(indexes=\"3774\")\n", "\n", "# Same plot as:\n", - "# tp.filter(dataset_tp, tp.equal(dataset_tp[\"CUSTOMER_ID\"], \"3774\")).plot()" + "# dataset_tp.filter(tp.equal_scalar(dataset_tp[\"CUSTOMER_ID\"], \"3774\")).plot()" ] }, { @@ -533,7 +587,14 @@ "cell_type": "code", "execution_count": 9, "id": "5f5a8647-21ec-42c0-9af0-149727037ba6", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:58:06.103245Z", + "iopub.status.busy": "2023-07-24T15:58:06.103105Z", + "iopub.status.idle": "2023-07-24T15:58:10.897981Z", + "shell.execute_reply": "2023-07-24T15:58:10.897432Z" + } + }, "outputs": [ { "name": "stdout", @@ -569,31 +630,32 @@ ], "source": [ "@tp.compile\n", - "def augment_transactions(transactions: tp.EventSetNode) -> tp.EventSetNode:\n", + "def augment_transactions(transactions: tp.EventSetOrNode) -> Dict[str, tp.EventSetOrNode]:\n", + " \"\"\"Temporian function to augment the transactions with temporal features.\"\"\"\n", " print(\"TRANSACTIONS:\\n\", transactions.schema, sep = '')\n", "\n", " # Create a unique ID for each transaction.\n", - " transaction_id = tp.rename(tp.enumerate(transactions), \"transaction_id\")\n", + " transaction_id = transactions.enumerate().rename(\"transaction_id\")\n", " transactions = tp.glue(transactions, transaction_id)\n", "\n", " # 1.\n", " # Hour of day and day of week of each transaction.\n", " calendar = tp.glue(\n", - " tp.calendar_hour(transactions),\n", - " tp.calendar_day_of_week(transactions),\n", + " transactions.calendar_hour(),\n", + " transactions.calendar_day_of_week(),\n", " transactions[\"transaction_id\"],\n", " )\n", " print(\"CALENDAR:\\n\", calendar.schema, sep = '')\n", "\n", " # 2.\n", " # Index the transactions per customer\n", - " per_customer = tp.add_index(transactions, \"CUSTOMER_ID\")\n", + " per_customer = transactions.add_index(\"CUSTOMER_ID\")\n", " # Lag the fraud by 1 week\n", - " lagged_fraud_per_customer = tp.lag(per_customer[\"TX_FRAUD\"], tp.duration.weeks(1))\n", + " lagged_fraud_per_customer = per_customer[\"TX_FRAUD\"].lag(tp.duration.weeks(1))\n", " # Moving sum of transactions over the last 4 weeks\n", - " feature_per_customer = tp.moving_sum(lagged_fraud_per_customer, tp.duration.weeks(4), sampling=per_customer)\n", + " feature_per_customer = lagged_fraud_per_customer.moving_sum(tp.duration.weeks(4), sampling=per_customer)\n", " # Rename the feature for book-keeping\n", - " feature_per_customer = tp.rename(feature_per_customer, \"per_customer.moving_sum_frauds\")\n", + " feature_per_customer = feature_per_customer.rename(\"per_customer.moving_sum_frauds\")\n", " # Aggregate the newly computed feature with the ther customer features.\n", " feature_per_customer = tp.glue(feature_per_customer, per_customer)\n", " # Print the schema\n", @@ -602,31 +664,29 @@ " # 3.\n", " # The moving sum of fraud per terminal is similar to the moving sum per customer.\n", " # Instead of indexing by customer, the dataset is indexed by terminal.\n", - " per_terminal = tp.add_index(transactions, \"TERMINAL_ID\")\n", - " lagged_fraud_per_terminal = tp.lag(per_terminal[\"TX_FRAUD\"], tp.duration.weeks(1))\n", - " feature_per_terminal = tp.moving_sum(lagged_fraud_per_terminal, tp.duration.weeks(4), sampling=per_terminal)\n", - " feature_per_terminal = tp.rename(feature_per_terminal, \"per_terminal.moving_sum_frauds\")\n", + " per_terminal = transactions.add_index(\"TERMINAL_ID\")\n", + " lagged_fraud_per_terminal = per_terminal[\"TX_FRAUD\"].lag(tp.duration.weeks(1))\n", + " feature_per_terminal = lagged_fraud_per_terminal.moving_sum(tp.duration.weeks(4), sampling=per_terminal)\n", + " feature_per_terminal = feature_per_terminal.rename(\"per_terminal.moving_sum_frauds\")\n", " feature_per_terminal = tp.glue(feature_per_terminal, per_terminal)\n", " print(\"PER TERMINAL:\\n\", per_terminal.schema, sep = '')\n", "\n", " # Join the per customer and per terminal features\n", - " augmented_transactions = tp.join(\n", - " tp.drop_index(feature_per_terminal),\n", - " tp.drop_index(feature_per_customer)[[\"per_customer.moving_sum_frauds\",\"transaction_id\"]],\n", + " augmented_transactions = feature_per_terminal.drop_index().join(\n", + " feature_per_customer.drop_index()[[\"per_customer.moving_sum_frauds\",\"transaction_id\"]],\n", " on=\"transaction_id\")\n", " \n", " # Join the calendar features\n", - " augmented_transactions = tp.join(\n", - " augmented_transactions,\n", + " augmented_transactions = augmented_transactions.join(\n", " calendar[[\"calendar_hour\", \"calendar_day_of_week\", \"transaction_id\"]],\n", " on=\"transaction_id\")\n", " \n", " print(\"AUGMENTED TRANSACTIONS:\\n\", augmented_transactions.schema)\n", "\n", - " return augmented_transactions\n", + " return {\"output\": augmented_transactions}\n", "\n", "# Compute the augmanted features\n", - "augmented_dataset_tp = augment_transactions(dataset_tp)" + "augmented_dataset_tp = augment_transactions(dataset_tp)[\"output\"]" ] }, { @@ -641,11 +701,18 @@ "cell_type": "code", "execution_count": 10, "id": "90d2cef6-56bf-49d4-8b10-fe44b47df616", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:58:10.900081Z", + "iopub.status.busy": "2023-07-24T15:58:10.899935Z", + "iopub.status.idle": "2023-07-24T15:58:11.846173Z", + "shell.execute_reply": "2023-07-24T15:58:11.845723Z" + } + }, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -655,7 +722,7 @@ } ], "source": [ - "tp.add_index(augmented_dataset_tp, \"CUSTOMER_ID\").plot(indexes=\"3774\")" + "augmented_dataset_tp.add_index(\"CUSTOMER_ID\").plot(indexes=\"3774\")" ] }, { @@ -673,7 +740,14 @@ "cell_type": "code", "execution_count": 11, "id": "3906c313-2c8e-4ab6-89c8-e5fe80c66ba2", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:58:11.848210Z", + "iopub.status.busy": "2023-07-24T15:58:11.848091Z", + "iopub.status.idle": "2023-07-24T15:58:11.861950Z", + "shell.execute_reply": "2023-07-24T15:58:11.861604Z" + } + }, "outputs": [ { "name": "stdout", @@ -708,7 +782,7 @@ } ], "source": [ - "tp.save(augment_transactions, inputs={\"transactions\":dataset_tp.schema}, path=\"/tmp/augment_transactions.tempo\")" + "tp.save(augment_transactions, transactions=dataset_tp, path=\"/tmp/augment_transactions.tempo\")" ] }, { @@ -725,7 +799,14 @@ "cell_type": "code", "execution_count": 12, "id": "099c17ac-6efd-4409-9b94-4914a7095ccf", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:58:11.863849Z", + "iopub.status.busy": "2023-07-24T15:58:11.863712Z", + "iopub.status.idle": "2023-07-24T15:58:21.622646Z", + "shell.execute_reply": "2023-07-24T15:58:21.622233Z" + } + }, "outputs": [ { "data": { @@ -766,18 +847,25 @@ "source": [ "The next step is to split the dataset into a training and testing dataset.\n", "\n", - "One common approach is to use the `tp.timestamps` operator. This operator converts the timestamp of a transaction into a feature that can be compared to `train_test_split`." + "One common approach is to use the `EventSet.timestamps()` operator. This operator converts the timestamp of a transaction into a feature that can be compared to `train_test_split`." ] }, { "cell_type": "code", "execution_count": 13, "id": "85c005c2-c59c-4c25-abc7-f0fe4727145f", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:58:21.625120Z", + "iopub.status.busy": "2023-07-24T15:58:21.624966Z", + "iopub.status.idle": "2023-07-24T15:58:39.452640Z", + "shell.execute_reply": "2023-07-24T15:58:39.452181Z" + } + }, "outputs": [ { "data": { - "image/png": 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", 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2lYdN5WFTedhUpkuXLhk9AumMa1U7lzb1WVlZeOihh+Dv749evXqhZ8+e6NWrV5sfFxkZidLSUudV85VSsFqtMJvNje4XGBiIoKAgAEBERASmTZuG/Px8AIDZbMbp06ed9y0pKWny8d+3ePFi2O1255vNZmv34/VEISEhRo9AOmNTedhUHjaVh03lYVOZrl1/i+TgWtXOpU19QUEBTp06hWPHjuHIkSMoKCjAkSNH2vy4kJAQpKWlYePGjQCArVu3IiIiAnFxcY3uV1paioaGBgBARUUF3n77baSmpgK4+nv4eXl5KCsrg1IK69atwwMPPNDi5/Tz80NgYGCjt86ArwggD5vKw6bysKk8bCoPm8pjMpmceweSg2tVO5c29a+99hqioqIavb322muaPjYrKwtZWVmIj4/HypUrkZOTAwCYM2cO8vLyAFzd7CcnJ8NisWD48OEYN24cZs2aBQCIiYlBRkYGRo4cibi4OPTt2xfz58935WGIduHCBaNHIJ2xqTxsKg+bysOm8rCpTJcu1Ro9AumMa1U7k1Kq3deVSEtLw+HDh9t8nztyOBwICgqC3W4X/VP7c+fOoU+fPkaPQTpiU3nYVB42lYdN5WFTec5crMHqXUfxhweGGj0K6YhrVfve1ac9B33nnXewa9cunDlzBosWLXK+3263uz4p3RDV1dVGj0A6Y1N52FQeNpWHTeVhU5nq63mqtjRcq9q1a1Pv7++P4OBgeHl5OS9kB1y9AN7SpUt1H45cx5fuk4dN5WFTedhUHjaVh03lMQG4fPmy0WOQzrhWtWvXpn706NEYPXo0Jk+eDIvF0uL91qxZg8cff/y6hyPXhYWFGT0C6YxN5WFTedhUHjaVh01l6ta9u9EjkM64VrVz6UJ5rW3oAWDDhg0uDUP64Xe25GFTedhUHjaVh03lYVOZ6viTenG4VrVzaVPfFheuvUc6q6ysNHoE0hmbysOm8rCpPGwqD5vKYzLx5c8k4lrV7oZs6k0m0404LLVDZGSk0SOQzthUHjaVh03lYVN52FSm7t17GD0C6YxrVbsbsqkn4507d87oEUhnbCoPm8rDpvKwqTxsKtOlS5eMHoF0xrWqHU+/F6qmpsboEUhnbCoPm8rDpvKwqTxsKo8JJtRfqTd6DNIZ16p2Lm3qv/+SESdPnsTbb7+NK1euON/3l7/85boHo+sTFRVl9AikMzaVh03lYVN52FQeNpWpR48Ao0cgnXGtaufSpn7kyJGoqKjA+fPnceuttyIzMxMLFy503t7W1fHpxisrKzN6BNIZm8rDpvKwqTxsKg+bylRdXW30CKQzrlXtXNrU19fXIyAgADt37sSMGTOwb98+7Nu3T+/Z6DrU1tYaPQLpjE3lYVN52FQeNpWHTWX6/lnDJAPXqnbXdfr9hx9+iDFjxgAAvL299ZuKrltMTIzRI5DO2FQeNpWHTeVhU3nYVB6TCQgMDDR6DNIZ16p2Lm3q77jjDiQmJmLfvn0YPXo0Lly4AB8fH71no+tgtVqNHoF0xqbysKk8bCoPm8rDpjJVVPA1zaXhWtXOpZ34iy++iM8++wwxMTHw9fXFlStXsH79er1no+tQX88rgErDpvKwqTxsKg+bysOmMjWoBqNHIJ1xrWrXrp/UV1VVAQAqKiqcp0M4HA506dIFsbGx+k9HLouLizN6BNIZm8rDpvKwqTxsKg+bymMCEBQYZPQYpDOuVe3atam/9dZbAQDBwcHo2bNnk//V4sSJExgxYgTi4+ORnp6Oo0ePNrnPBx98gGHDhiExMRGDBg3Ck08+iYaGq999Kykpgbe3N1JSUpxvxcXF7XkYncLJkyeNHoF0xqbysKk8bCoPm8rDpjI5HA6jRyCdca1q167T7w8fPgwAzg22K+bPn4958+Zh5syZyM3NxcyZM3Hw4MFG9+nZsyfeeOMNxMTE4NKlS7jzzjvx17/+FTNnzgQABAQEoKCgwOUZOoPraUTuiU3lYVN52FQeNpWHTWVSShk9AumMa1U7ly6U56ry8nIcOnQI06dPBwBMmTIFNpsNRUVFje6XmprqPL3f398fKSkpKCkp6chRPd6AAQOMHoF0xqbysKk8bCoPm8rDpgKZgKDgYKOnIJ1xrWrXoZt6m82Gfv36Oa+UbzKZYDabW72yYVlZGXJzc3Hvvfc631dVVYX09HSkpaXh2WefbfV1KWtra+FwOBq9dQbHjh0zegTSGZvKw6bysKk8bCoPm8pkv3jR6BFIZ1yr2nXopr69HA4HfvzjH+PJJ5/E0KFDAQD9+vXDmTNncPDgQezevRv5+flYtWpVi8fIzMxEUFCQ8y0yMrKjxiciIiIiog7Ak++pM+vQTX1kZCRKS0udL0+glILVaoXZbG5y34qKCowfPx6TJk3CokWLnO/38/NDSEgIAKBXr16YPXs28vPzW/ycixcvht1ud77ZbDadH5V74ukq8rCpPGwqD5vKw6bysKlMwcG8+r00XKvadeimPiQkBGlpadi4cSMAYOvWrYiIiGjycgWVlZUYP348xo8fj9/+9reNbisvL0ddXR2Aq6fWb9u2DampqS1+Tj8/PwQGBjZ66wx4uoo8bCoPm8rDpvKwqTxsKo8JJly8aDd6DNIZ16p2HX76fVZWFrKyshAfH4+VK1ciJycHADBnzhzk5eUBANasWYNPP/0U27Ztc75s3fLlywEAH330EVJTU2GxWJCWlobQ0FAsWbKkox8GERERERG5CZ5+T52ZSXWy139wOBwICgqC3W4X/VP7uro6+Pr6Gj0G6YhN5WFTedhUHjaVh03l+aaiFn/Y9W88f3+K0aOQjrhWte9d3fpCeeQ6nq4iD5vKw6bysKk8bCoPm8pjMgEX7Tz9XhquVe24qRfKy4tppWFTedhUHjaVh03lYVOZTEYPQLrjWtWOz5RQMTExRo9AOmNTedhUHjaVh03lYVOZAgLk/lptZ8W1qh039UIVFRUZPQLpjE3lYVN52FQeNpWHTWVyOBxGj0A641rVjpt6oXx8fIwegXTGpvKwqTxsKg+bysOm8pgAmLx4Ar40XKvacVMvlNlsNnoE0hmbysOm8rCpPGwqD5vK1L17D6NHIJ1xrWrHTb1QJ0+eNHoE0hmbysOm8rCpPGwqD5vKVFHB0++l4VrVjpt6ofz8/IwegXTGpvKwqTxsKg+bysOm8phMJnh7exs9BumMa1U7buqFCg0NNXoE0hmbysOm8rCpPGwqD5vK1LVrV6NHIJ1xrWrHTb1Qp0+fNnoE0hmbysOm8rCpPGwqD5vKVFFZafQIpDOuVe24qReK362Uh03lYVN52FQeNpWHTeUxAfDx5pXSpeFa1Y6beqH69Olj9AikMzaVh03lYVN52FQeNpXJz5+/fy0N16p23NQLZbPZjB6BdMam8rCpPGwqD5vKw6YyVVVWGT0C6YxrVTtu6oXq0YOv1SkNm8rDpvKwqTxsKg+byuTj62v0CKQzrlXtuKkXKjAw0OgRSGdsKg+bysOm8rCpPGwqj8kE+HJTLw7Xqnbc1At19uxZo0cgnbGpPGwqD5vKw6bysKlMNdXVRo9AOuNa1a7DN/UnTpzAiBEjEB8fj/T0dBw9erTZ+2VnZ6N///6IjY3F3LlzUVdXp+k2uorf2ZKHTeVhU3nYVB42lYdNZeLp9/JwrWrX4Zv6+fPnY968eTh+/DieeuopzJw5s8l9Tp06haVLlyI/Px9FRUX4+uuv8corr7R5G32nW7duRo9AOmNTedhUHjaVh03lYVN5TDDBx4cvaScN16p2HbqpLy8vx6FDhzB9+nQAwJQpU2Cz2VBUVNTofrm5uZg4cSJCQ0NhMpmwYMECbNq0qc3b6DtlZWVGj0A6Y1N52FQeNpWHTeVhU5lqamqMHoF0xrWqXYd+S8tms6Ffv37O76SZTCaYzWZYrVbExcU572e1WhEVFeX8c3R0NKxWa5u3Nae2tha1tbXOPzscDt0ejzvr2bOn0SOQzthUHjaVh03lYVN52FQgE2CraMDaD4vavi95DIf9MvaeuzFNb7m5F4ZE9bohxzaC+PNUMjMzkZGRYfQYHY5XAJWHTeVhU3nYVB42lYdN5Qn098HiO6MRGBxs9CikowsXTDfsm3BhwV1vyHGN0qGb+sjISJSWlqK+vh4+Pj5QSsFqtcJsNje6n9lsRnFxsfPPJSUlzvu0dltzFi9ejEWLFjn/7HA4EBkZqddDclvl5eUICQkxegzSEZvKw6bysKk8bCoPm8pjMpnQ17saSVExRo9COvqy4iySomKNHsMjdOjv1IeEhCAtLQ0bN24EAGzduhURERGNTr0Hrv6ufV5eHsrKyqCUwrp16/DAAw+0eVtz/Pz8EBgY2OitM+jdu7fRI5DO2FQeNpWHTeVhU3nYVCZ2lYdNtevwq99nZWUhKysL8fHxWLlyJXJycgAAc+bMQV5eHgAgJiYGGRkZGDlyJOLi4tC3b1/Mnz+/zduIiIiIiIiIOhOTUkoZPURHstvtCA4Ohs1mE/1T+8LCQiQmJho9BumITeVhU3nYVB42lYdNZWJXedj0u18dv3jxIoKCglq8n/gL5f1QRUUFAHSK36snIiIiIiIiz1ZRUdHqpr7T/aS+oaEBZ8+eRUBAAEwmk9Hj3BDXvqMj/WyEzoRN5WFTedhUHjaVh01lYld52PQqpRQqKioQFhYGL6+Wf3O+0/2k3svLCxEREUaP0SE604UBOws2lYdN5WFTedhUHjaViV3lYVO0+hP6azr8QnlEREREREREpA9u6omIiIiIiIg8FDf1Avn5+WHZsmXw8/MzehTSCZvKw6bysKk8bCoPm8rErvKwaft0ugvlEREREREREUnBn9QTEREREREReShu6omIiIiIiIg8FDf1RERERERERB6Km/ob5NKlS5g8eTLi4+NhsVgwbtw4FBUVAQDKy8sxfvx49O/fH0lJSdi7d6/z41asWIEBAwbAy8sLO3bsaHTMTz/9FMOHD0dqaioSEhLw/PPPt/j5q6urMW3aNMTFxSE+Ph65ublN7vPvf/8b3bp1wy9/+csWj9PQ0IDHHnsMsbGxiIuLw0svvdTkPuXl5bjpppswefLk1p8UAaR0feGFF5CUlITk5GQMHjwYGzdudN5WVVWFWbNmITk5GQMHDsTTTz8NyZfecOemM2fORHh4OFJSUpCSkoInnniixeM888wzGDhwICwWC4YOHYp33nmnyX06y1p156YAsHbtWiQkJCA5ORkWiwWXLl1q9jivvvoqkpOT4ePjg9WrVze67cSJE7jjjjuQkpKCgQMH4te//jUaGhra8Sx5Fnduet999znXaEpKCry8vJCXl9fscXbu3IkhQ4bAz8+vyb/RL7/8MpKTk5GSkoKkpCS88MIL7XyWPIs7N23P+mrt66SFCxc2+rvh7+8vuqu7Nx03bhwsFgsGDRqEzZs3t3ic1pq2toYlktK0ta97AWDPnj1IT0/HoEGDkJiYiP3797fnaXIPim6ImpoatXPnTtXQ0KCUUurFF19Uo0ePVkopNWvWLLVs2TKllFKffvqpCg8PV5cvX1ZKKXXgwAFVXFysRo8erbZv397omBaLRb311ltKKaXOnz+v+vbtq44ePdrs58/IyFAzZsxQSil18uRJ1bdvX3Xu3Dnn7ZcvX1ajRo1SDz74oHr88cdbfBwbNmxQY8aMUfX19er8+fPKbDarL7/8stF9Jk+erGbPnq0mTZqk4ZnxbFK67t69W128eFEppZTValW9e/dWRUVFSimlnnnmGfXQQw+phoYGdfnyZTV+/Hj15ptvan6OPI07N50xY4b605/+pOlx/OMf/1DV1dVKKaUKCgpUYGCgqqysbHSfzrJW3bnpjh071IgRI5zrr7y8XNXX1zd7nIKCAlVYWKgeeuihJn8PJk2apNasWeN8vElJSWrnzp3aniAP5M5Nv+/gwYOqd+/eqra2ttnjHDt2TBUUFKglS5Y0+Tf62t8JpZSy2+0qMjJSHT58uMXnxNO5c9P2rC8tXycppVRpaany9/dXpaWl2p4gD+TOTUeMGKHWr1+vlLr6767ZbFZfffVVs8dprWlra1giKU1b+7r3zJkzKioqShUWFiqllLp06ZK6cOFCO54l98Cf1N8g/v7+mDBhAkwmEwBg+PDhKCkpAQC8+eabWLBgAQAgPT0dYWFh2LNnDwBg2LBhiImJafaYJpMJFy9eBHD1p6ldunRBr169mr3v5s2bnZ/j5ptvxu23347t27c7b3/22Wdx//33o3///q0+js2bN2Pu3Lnw9vZGr169MHXqVGzatMl5e3Z2Nm6++WbceuutbTwjMkjpOnbsWAQFBQEAIiMjERoaCpvNBgD47LPPMH78eJhMJvj6+mLcuHF47bXX2npqPJa7N9Xq7rvvRteuXQEAycnJUErhm2++cd7emdaqOzf9wx/+gGXLljnXX9++feHt7d3scSwWCxISEuDl1fQ/1SaTCXa7HQBQU1ODuro69OvXr9XnxZO5c9Pvy87OxvTp09GlS5dmj3Ptp10+Pj5Nbrv2d+LaPHV1dc0eQwp3btqe9dXW10nXbNiwAXfddRdCQ0Pbemo8ljs3/eyzzzBhwgQAV//dtVgsLf5kt7Wmra1hiaQ0be3r3rVr1+LBBx9EQkICgKsvpRccHKzp+XEn3NR3kDVr1mDSpEk4f/486urqGv2jHh0dDavV2uYxcnJysHTpUpjNZsTHx2PFihUt/sfBarUiKiqq2c9x4MAB7N+/H4899libn7O145w6dQrr1q3D8uXL2zyOVJ7a9ft2796NCxcuID09HQAwZMgQbNmyBbW1taisrMSOHTuc/4B3Bu7U9No8gwcPxr333ouCggJNjyEnJwcxMTHO43b2tepOTQsLC3Ho0CGMHDkSQ4cOdflU3NWrV2PLli0ICwtDWFgYHn74YaSmprp0LE/kTk2vqampwaZNm/DII4+4+KiA3NxcDBo0CNHR0fjNb37Dpv9fRzdtz/rS8ncDuPrrNNfzd8MTuVPTIUOGOE+5PnnyJD7++OMWv7bR2rQz8tSm3/fDr3sLCwtRU1ODO++8EykpKXjsscdQVVXV5nHcDTf1HWDFihUoKipCZmbmdR1n5cqVyMzMhNVqxdGjR7FkyRIUFha26xjV1dV49NFHsX79eud33VyhlMLs2bPx0ksvOX862NlI6PrFF19g1qxZ2Lx5M7p37w4AePrpp2E2m3HLLbfgnnvuwbBhwzrNd6TdqSkALF++HMXFxfj888/xyCOP4O6770ZlZWWrH/P+++8jIyMDmzdvhslk6vRr1d2a1tfX49SpU9i7dy927dqFrKwsvP322+0+ztq1azFt2jScPXsWp0+fxuuvv4733nuv3cfxRO7W9Jrc3FzEx8cjOTnZ5WP89Kc/xdGjR3Hs2DFs3LgRx44dc/lYnsTdmuq9vvLz81FRUeH8qWJn4G5NN2zYgAMHDiAlJQW/+tWvMHbs2E7ztY1eJDRt7uve+vp67N27F1u2bMHBgwdx4cIFLFu2zKXHZiRu6m+wP/7xj9i2bRv++c9/olu3bujduzd8fHxQVlbmvE9JSQnMZnOrxzl37hy2b9+OBx98EAAQExOD4cOHY9++fSgsLHRehGXhwoUAALPZjNOnTzf5HMXFxbBarbjjjjsQHR2N1atX49VXX8WMGTNw8eJF53Huu+++Vo/jcDjw+eefY+rUqc6fKLz77rsYO3asbs+dO/P0rsDV70zee++9ePXVVzFq1Cjn+7t27Yo1a9agoKAAe/bsQZ8+fTBo0CBdnjd35m5NASA8PNx56vV9992HwMBAHDt2rNnjAFcv9DJr1iz8/e9/x4ABAwCgU69Vd2xqNpsxbdo0eHt7o0+fPpgwYQI++eSTFpu25OWXX8aMGTMAACEhIZgwYQI+/PDDdj0/nsgdm16TnZ3d6CexLf3bq0V0dDRuueUWl77h42ncsWlL66s9Xyd9X3Z2NmbMmNHir9pI445No6OjsXXrVhQUFOCtt96C3W7HoEGDXG7a2Xh6U6Dlr3vNZjPuuece9OzZE76+vpg2bRo++eST63/SOprBv9Mv2qpVq1RaWpr69ttvG71/xowZjS4sERYW5rywxDU/vLBEfX296tmzp3r//feVUkp98803KjIyUn388cfNfu5ly5Y1ubDEN9980+z9WrvQR05OTpOLhXz++efN3k/6xbeukdC1sLBQRUVFqV27djW5zW63q6qqKufnMJvN6siRIy0eSwJ3bWqz2Zz3279/v+rdu3eji2l93549ezRdWKuzrFV3bbp8+XL1xBNPKKWUqq6uVkOHDm3zQpTNXTAxOTlZZWdnK6WUqqysVEOGDFF/+9vfWj2Op3PXpkopdeLECdW9e3dlt9s1PZbm/o3+/oWiysvLVf/+/dW7776r6Xieyl2btmd9tfV1kt1uV927d1fHjx/X9qR4OHdtWlZWpq5cuaKUUmrXrl0qMjLSeXHZH9LytW9bX2dJIqFpa1/37tu3T40aNUpdunRJKaXUwoUL1aOPPtrKM+KeuKm/QWw2mwKgYmJilMViURaLRQ0bNkwpdfUv4bhx41RcXJxKTExUH3zwgfPjfve736nw8HDVpUsX1bt3bxUeHq7Ky8uVUkq99957Ki0tTQ0ePFglJCSoVatWtfj5Kysr1c9+9jMVExOj+vfvrzZv3tzs/dr6R6m+vl49+uij6uabb1YxMTFq9erVzd6vs2wUpHS98847VXBwsPMxWCwW5z90R44cUf3791cJCQkqOTlZbd26tb1Pk0dx56Zjx45VSUlJymKxqOHDhzf6/D8UFxenQkJCGjXtrN+Ac+emNTU16uGHH1YJCQkqMTFRLV26tMXj5OTkqPDwcNWtWzcVFBSkwsPDnd+0OXz4sBoxYoQaPHiwGjhwoHryySedVyeWyJ2bKqXU4sWL1cMPP9zm49i9e7cKDw9XAQEBqkePHio8PNx5Feh58+aphIQEZbFY1ODBg9XLL7/c7ufJk7hz0/asr7a+TsrKylK33Xaby8+TJ3HnpuvXr1exsbEqPj5e3X777eqLL75o8TitNW1tDUskpWlrX/cqpdTzzz+vEhISVFJSkpo6dapHXv3epJTgF6AmIiIiIiIiEoy/U09ERERERETkobipJyIiIiIiIvJQ3NQTEREREREReShu6omIiIiIiIg8FDf1RERERERERB6Km3oiIiIiIiIiD8VNPREREREREZGH4qaeiIiIiIiIyENxU09ERERERETkobipJyIiIiIiIvJQ3NQTEREREREReShu6omIiIiIiIg8FDf1RERERERERB6Km3oiIiIiIiIiD+Vj9AAdraGhAWfPnkVAQABMJpPR4xARERERERE1oZRCRUUFwsLC4OXV8s/jO92m/uzZs4iMjDR6DCIiIiIiIqI22Ww2REREtHh7h2/qf/GLXyAvLw+nT5/GkSNHkJKS0uz9srOzsXLlSjQ0NGDMmDFYu3YtfH1927ytLQEBAQCuPjGBgYG6PCZ3VFhYiMTERKPHIB2xqTxsKg+bysOm8rCpTOwqD5sCDocDkZGRzj1sS0xKKdVBMwEA9u7di5iYGIwaNQo7duxodlN/6tQpjBw5EocPH8ZNN92ESZMm4a677sLChQtbvU0Lh8OBoKAg2O120Zv68vJyhISEGD0G6YhN5WFTedhUHjaVh01lYld52FT73rXDL5R32223tXrqAADk5uZi4sSJCA0NhclkwoIFC7Bp06Y2b6Pv1NXVGT0C6YxN5WFTedhUHjaVh01lYld52FQ7t7z6vdVqRVRUlPPP0dHRsFqtbd7WnNraWjgcjkZvncGFCxeMHoF0xqbysKk8bCoPm8rDpjKxqzxsqp34C+VlZmYiIyPD6DE6XGhoqNEjkM7YVB42lYdN5WFTedhUoNpKDHz/YeDzeKMnIR31v3wZ+LzLjTn44J8BST+5Mcc2gFtu6s1mM4qLi51/LikpgdlsbvO25ixevBiLFi1y/vnaxQakq66uNnoE0hmbysOm8rCpPGwqD5sK1FCHS70HoceDrxk9Cenoa6u11X0efcctT7+fMmUK8vLyUFZWBqUU1q1bhwceeKDN25rj5+eHwMDARm+dQWf5NYPOhE3lYVN52FQeNpWHTWXi71/Lw7WqXYdv6ufPn4+IiAh89dVXuOuuuxAXFwcAmDNnDvLy8gAAMTExyMjIwMiRIxEXF4e+ffti/vz5bd5G3wkLCzN6BNIZm8rDpvKwqTxsKg+bCqQUunXrZvQUpDOuVe06/CXtjNZZXtKupKQE0dHRRo9BOmJTedhUHjaVh03lYVOBqr9F5dbH0eMhnn4vCdeqG7+kHXWMyspKo0cgnbGpPGwqD5vKw6bysKlMdfX1Ro9AOuNa1Y6beqE6w8UAOxs2lYdN5WFTedhUHjaVqXv37kaPQDrjWtWOm3qhzp07Z/QIpDM2lYdN5WFTedhUHjaV6VLtJaNHIJ1xrWrHTb1QNTU1Ro9AOmNTedhUHjaVh03lYVOZrlxpMHoE0hnXqnbc1AsVFRVl9AikMzaVh03lYVN52FQeNpWpR/ceRo9AOuNa1Y6beqHKysqMHoF0xqbysKk8bCoPm8rDpgIpheqaaqOnIJ1xrWrHTb1QtbW1Ro9AOmNTedhUHjaVh03lYVOZGhp4+r00XKvacVMvVExMjNEjkM7YVB42lYdN5WFTedhUpoCAll/DmzwT16p23NQLZbVajR6BdMam8rCpPGwqD5vKw6YSKb6muUBcq9pxUy9UfX290SOQzthUHjaVh03lYVN52FQmpZTRI5DOuFa146ZeqLi4OKNHIJ2xqTxsKg+bysOm8rCpTAGBPP1eGq5V7bipF+rkyZNGj0A6Y1N52FQeNpWHTeVhU5kqKiqMHoF0xrWqHTf1QvEKoPKwqTxsKg+bysOm8rCpQErx9HuBuFa146ZeqAEDBhg9AumMTeVhU3nYVB42lYdNZQoOCjJ6BNIZ16p23NQLdezYMaNHIJ2xqTxsKg+bysOm8rCpTBcdDqNHIJ1xrWrHTT0REREREXkwnnpPnVuHb+pPnDiBESNGID4+Hunp6Th69GiT++Tk5CAlJcX51qdPH/zkJz8BAJSUlMDb27vR7cXFxR39MNweT1eRh03lYVN52FQeNpWHTWXi6ffycK1q1+Gb+vnz52PevHk4fvw4nnrqKcycObPJfWbNmoWCggLnW2hoKP7zP//TeXtAQECj22NjYzvwEXgGnq4iD5vKw6bysKk8bCoPm8p00c7T76XhWtWuQzf15eXlOHToEKZPnw4AmDJlCmw2G4qKilr8mAMHDqC8vBwTJ07sqDGJiIiIiMhT8Mr31Ml16KbeZrOhX79+8PHxAQCYTCaYzWZYrdYWPyY7OxsPPfQQfH19ne+rqqpCeno60tLS8Oyzz+LKlSstfnxtbS0cDkejt86Ap6vIw6bysKk8bCoPm8rDpjLx9Ht5uFa1c+sL5VVVVeGNN97AI4884nxfv379cObMGRw8eBC7d+9Gfn4+Vq1a1eIxMjMzERQU5HyLjIzsiNENx9NV5GFTedhUHjaVh03lYVOZLtrtRo9AOuNa1a5DN/WRkZEoLS1FfX09AEApBavVCrPZ3Oz9t2zZgkGDBiExMdH5Pj8/P4SEhAAAevXqhdmzZyM/P7/Fz7l48WLY7Xbnm81m0/ERuS8vL7f+fg25gE3lYVN52FQeNpWHTWUymUxGj0A641rVrkOfqZCQEKSlpWHjxo0AgK1btyIiIgJxcXHN3j87O7vRT+mBq7+XX1dXB+DqqfXbtm1Dampqi5/Tz88PgYGBjd46g5iYGKNHIJ2xqTxsKg+bysOm8rCpRAoBneRr/M6Ea1W7Dv/2R1ZWFrKyshAfH4+VK1ciJycHADBnzhzk5eU573fs2DEUFBRg6tSpjT7+o48+QmpqKiwWC9LS0hAaGoolS5Z06GPwBK1dfJA8E5vKw6bysKk8bCoPm8rk4NXvxeFa1c6noz/hgAEDsH///ibv//Of/9zkfhUVFU3u95Of/MT5mvXUsmsXIyQ52FQeNpWHTeVhU3nYVCYTT9UWh2tVO/7tF6ql6xSQ52JTedhUHjaVh03lYVOBlEKPHj2MnoJ0xrWqHTf1Qp08edLoEUhnbCoPm8rDpvKwqTxsKlNFBU+/l4ZrVTtu6oXy8/MzegTSGZvKw6bysKk8bCoPm8rk7eVt9AikM65V7Vza1D/33HOa3kfGCQ0NNXoE0hmbysOm8rCpPGwqD5vK1LV7d6NHIJ1xrWrn0qZ+27Ztmt5Hxjl9+rTRI5DO2FQeNpWHTeVhU3nYVCLV7AW2ybNxrWrXrksKvvPOO9i1axfOnDmDRYsWOd9vt9t1H4yuT9euXY0egXTGpvKwqTxsKg+bysOmMvFK6fJwrWrXrr/9/v7+CA4OhpeXF4KCgpzvj4yMxNKlS3UfjlzXp08fo0cgnbGpPGwqD5vKw6bysKlM/v7cAErDtapduzb1o0ePxujRozF58mRYLJYbNRPpwGazNfrGC3k+NpWHTeVhU3nYVB42FUgpVFZWgpdVk4VrVTuXfqd+69atuHjxIpRSuOeee9CnTx9s3bpV79noOvC1OuVhU3nYVB42lYdN5WFTmXx9fY0egXTGtaqdS5v6t956C8HBwdi9ezd8fHywb98+Xv3ezQQGBho9AumMTeVhU3nYVB42lYdNZerSpYvRI5DOuFa1c2lT7+V19cP27NmD+++/HwMGDIDJZNJ1MLo+Z8+eNXoE0hmbysOm8rCpPGwqD5tKpFBVXW30EKQzrlXtXLpMZPfu3fH73/8eb7zxBvbt2welFC5fvqz3bHQd+J0tedhUHjaVh03lYVN52FSmLjz9XhyuVe1c+kn9X/7yF5SWluL555/HTTfdhOLiYkyfPl3v2eg6dOvWzegRSGdsKg+bysOm8rCpPGwqkw839eJwrWrn0qY+Li4Of/jDH5xXwI+Li8PTTz+t62B0fcrKyowegXTGpvKwqTxsKg+bysOmMlXz9HtxuFa1c2lT/+GHHyIqKgp33HEHAODgwYP8Sb2b6dmzp9EjkM7YVB42lYdN5WFTedhUIKXg5+dv9BSkM65V7Vza1D/99NPIz89H7969AQDp6ek4cuSIpo89ceIERowYgfj4eKSnp+Po0aNN7vPhhx+ia9euSElJcb7V1NQ4b8/Ozkb//v0RGxuLuXPnoq6uzpWHIRpf1kMeNpWHTeVhU3nYVB42lenahbxJDq5V7Vz623/lyhXExsY2ep/Wl5GYP38+5s2bh+PHj+Opp57CzJkzm73fgAEDUFBQ4Hzr2rUrAODUqVNYunQp8vPzUVRUhK+//hqvvPKKKw9DtPLycqNHIJ2xqTxsKg+bysOm8rCpTDU1PP1eGq5V7Vza1Pv7+6OystL5MnZffPGFc9PdmvLychw6dMh5qv6UKVNgs9lQVFSk+XPn5uZi4sSJCA0NhclkwoIFC7Bp0yZXHoZo186iIDnYVB42lYdN5WFTedhUIgV//7b3IuRZuFa1c2lTv3TpUvzoRz/CmTNnMH36dIwbNw7PPfdcmx9ns9nQr18/+PhcfSU9k8kEs9kMq9Xa5L7FxcVIS0tDeno61q5d63y/1WpFVFSU88/R0dHNfvw1tbW1cDgcjd6IiIiIiIiIJHBpU/+jH/0Ir7/+Ov77v/8bI0aMwL59+zBmzBjdhkpLS8NXX32Fw4cPY/v27Vi3bh3efPNNl46VmZmJoKAg51tkZKRuc7qz8+fPGz0C6YxN5WFTedhUHjaVh01lunTpktEjkM64VrVzaVP/3HPP4eabb8Z//dd/4dFHH0VsbKymn9RHRkaitLQU9fX1AAClFKxWK8xmc6P7BQYGIigoCAAQERGBadOmIT8/HwBgNptx+vRp531LSkqafPz3LV68GHa73flms9na/Xg9UUhIiNEjkM7YVB42lYdN5WFTedhUIKXQla9pLg7XqnYubeq3bdum6X0/FBISgrS0NGzcuBEAsHXrVkRERCAuLq7R/UpLS9HQ0AAAqKiowNtvv43U1FQAV38PPy8vD2VlZVBKYd26dXjggQda/Jx+fn4IDAxs9NYZ8BUB5GFTedhUHjaVh03lYVOZru0dSA6uVe182nPnd955B7t27cKZM2ewaNEi5/vtdrvmY2RlZWHmzJlYsWIFAgMDkZOTAwCYM2cOJk6ciIkTJ2Lr1q343//9X/j4+KC+vh73338/Zs2aBQCIiYlBRkYGRo4cCQC4/fbbMX/+/PY8jE7hwoULCA8PN3oM0hGbysOm8rCpPGwqD5vKVFtbix5GD0G64lrVrl2ben9/fwQHB8PLy8t5ejxw9bT6pUuXajrGgAEDsH///ibv//Of/+z8/z//+c/x85//vMVjzJ07F3Pnzm3H5J1PaGio0SOQzthUHjaVh03lYVN52FSmbjz9XhyuVe3atakfPXo0Ro8ejcmTJ8NisbR4vzVr1uDxxx+/7uHIddXVfK1OadhUHjaVh03lYVN52FQihfr6K0YPQTrjWtXOpd+pb21DDwAbNmxwaRjSD1+6Tx42lYdN5WFTedhUHjaVqfbyZaNHIJ1xrWrn0qa+LUqpG3FYaoewsDCjRyCdsak8bCoPm8rDpvKwqUw9unc3egTSGdeqdjdkU28ymW7EYakd+J0tedhUHjaVh03lYVN52FQgpXD5Mq+ULg3XqnY3ZFNPxqusrDR6BNIZm8rDpvKwqTxsKg+bynS5jqffS8O1qh1PvxcqMjLS6BFIZ2wqD5vKw6bysKk8bCpTQECA0SOQzrhWtXNpU3/5exeiOHnyJN5++21cufLdFSf/8pe/XPdgdH3OnTtn9AikMzaVh03lYVN52FQeNpVIoaamxughSGdcq9q5tKkfOXIkKioqcP78edx6663IzMzEwoULnbe3dXV8uvH4D5s8bCoPm8rDpvKwqTxsKhNf0k4erlXtXNrU19fXIyAgADt37sSMGTOwb98+7Nu3T+/Z6DpERUUZPQLpjE3lYVN52FQeNpWHTWUKDAw0egTSGdeqdtd1+v2HH36IMWPGAAC8vb31m4quW1lZmdEjkM7YVB42lYdN5WFTedhUpqrqKqNHIJ1xrWrn48oH3XHHHUhMTMSVK1eQlZWFCxcuwMfHpUPRDVJbW2v0CKQzNpWHTeVhU3nYVB42FUgpXLnSYPQUpDOuVe1c2om/+OKL+OyzzxATEwNfX19cuXIF69ev13s2ug4xMTFGj0A6Y1N52FQeNpWHTeVhU5mCgoKMHoF0xrWqXbtOv6+qunpaS0VFhfNJdjgc6NKlC2JjY/WfjlxmtVqNHoF0xqbysKk8bCoPm8rDpjJVVFQYPQLpjGtVu3b9pP7WW2/F4cOHERwcDJPJBKVUo//9/svakbHq6+uNHoF0xqbysKk8bCoPm8rDpjI1NCijRyCdca1q165N/eHDhwEADQ38nRV3FxcXZ/QIpDM2lYdN5WFTedhUHjaVKTg42OgRSGdcq9q5dPV7cn8nT540egTSGZvKw6bysKk8bCoPm8pkt9uNHoF0xrWqXYdv6k+cOIERI0YgPj4e6enpOHr0aJP7fPDBBxg2bBgSExMxaNAgPPnkk86zA0pKSuDt7Y2UlBTnW3FxcUc/DLfHsynkYVN52FQeNpWHTeVhU5mU4un30nCtatfhm/r58+dj3rx5OH78OJ566inMnDmzyX169uyJN954A4WFhfjXv/6Fjz/+GH/961+dtwcEBKCgoMD5xov0NTVgwACjRyCdsak8bCoPm8rDpvKwqUBKoWevXkZPQTrjWtWuQzf15eXlOHToEKZPnw4AmDJlCmw2G4qKihrdLzU11Xl1fX9/f6SkpKCkpKQjR/V4x44dM3oE0hmbysOm8rCpPGwqD5vKdOHbC0aPQDrjWtWuQzf1NpsN/fr1g4/P1evzmUwmmM3mVl+uoKysDLm5ubj33nud76uqqkJ6ejrS0tLw7LPPtnrV/draWjgcjkZvRERERERERBK49YXyHA4HfvzjH+PJJ5/E0KFDAQD9+vXDmTNncPDgQezevRv5+flYtWpVi8fIzMxEUFCQ8y0yMrKjxjcUT1eRh03lYVN52FQeNpWHTSVS6Nmbp99Lw7WqXYdu6iMjI1FaWup8zUGlFKxWK8xmc5P7VlRUYPz48Zg0aRIWLVrkfL+fnx9CQkIAAL169cLs2bORn5/f4udcvHgx7Ha7881ms+n8qNwTT1eRh03lYVN52FQeNpWHTWX69ttvjR6BdMa1ql2HbupDQkKQlpaGjRs3AgC2bt2KiIiIJq9BWFlZifHjx2P8+PH47W9/2+i28vJy1NXVAbh6av22bduQmpra4uf08/NDYGBgozciIiIiIiIiCTr89PusrCxkZWUhPj4eK1euRE5ODgBgzpw5yMvLAwCsWbMGn376KbZt2+Z82brly5cDAD766COkpqbCYrEgLS0NoaGhWLJkSUc/DLfH01XkYVN52FQeNpWHTeVhU4GUQi9e/V4crlXtTKqTvaijw+FAUFAQ7Ha76J/af/nll0hKSjJ6DNIRm8rDpvKwqTxsKg+bCvTNcXzz3p/Q98H/NXoS0hHXqva9q1tfKI9c5+XFtNKwqTxsKg+bysOm8rCpTCaTyegRSGdcq9rxmRIqJibG6BFIZ2wqD5vKw6bysKk8bCpTcHCw0SOQzrhWteOmXqiioiKjRyCdsak8bCoPm8rDpvKwqUQKFy5cNHoI0hnXqnbc1Avl4+Nj9AikMzaVh03lYVN52FQeNpWJp2rLw7WqHf/2C2U2m40egXTGpvKwqTxsKg+bysOmMkm+AHZnxbWqHTf1Qp08edLoEUhnbCoPm8rDpvKwqTxsKpBSuHjxotFTkM64VrXjpl4oPz8/o0cgnbGpPGwqD5vKw6bysKlM3jxVWxyuVe24qRcqNDTU6BFIZ2wqD5vKw6bysKk8bCpT9+7djR6BdMa1qh039UKdPn3a6BFIZ2wqD5vKw6bysKk8bCqRgsPhMHoI0hnXqnbc1AvVtWtXo0cgnbGpPGwqD5vKw6bysKlMPj6+Ro9AOuNa1Y6beqH69Olj9AikMzaVh03lYVN52FQeNpWpazduAKXhWtWOm3qhbDab0SOQzthUHjaVh03lYVN52FSmCp5+Lw7Xqnbc1AvVo0cPo0cgnbGpPGwqD5vKw6bysKlASsG3SxejpyCdca1qx029UIGBgUaPQDpjU3nYVB42lYdN5WFTmfz8/I0egXTGtaodN/VCnT171ugRSGdsKg+bysOm8rCpPGwqU2VFhdEjkM64VrXr8E39iRMnMGLECMTHxyM9PR1Hjx5t9n7Z2dno378/YmNjMXfuXNTV1Wm6ja7id7bkYVN52FQeNpWHTeVhU4kUuvj5GT0E6YxrVbsO39TPnz8f8+bNw/Hjx/HUU09h5syZTe5z6tQpLF26FPn5+SgqKsLXX3+NV155pc3b6DvdunUzegTSGZvKw6bysKk8bCoPm8rk68uXtJOGa1W7Dt3Ul5eX49ChQ5g+fToAYMqUKbDZbCgqKmp0v9zcXEycOBGhoaEwmUxYsGABNm3a1OZt9J2ysjKjRyCdsak8bCoPm8rDpvKwqUyVVVVGj0A641rVrkM39TabDf369YOPjw8AwGQywWw2w2q1Nrqf1WpFVFSU88/R0dHO+7R2W3Nqa2vhcDgavXUGPXv2NHoE0hmbysOm8rCpPGwqD5vK1NWfF8qThmtVOx+jB7jRMjMzkZGRYfQYrjn8GvB/O1360D6Xa4Eu/N0iSdhUHjaVh03lYVN52FQg1YCG6PFGT0E6469UaNehm/rIyEiUlpaivr4ePj4+UErBarXCbDY3up/ZbEZxcbHzzyUlJc77tHZbcxYvXoxFixY5/+xwOBAZGanXQ7qx0h66+uaCE19+iaSkJJ0HIiOxqTxsKg+bysOm8rCpTLYvv0SQ0UOQrsrLyxESEmL0GB6hQ0+/DwkJQVpaGjZu3AgA2Lp1KyIiIhAXF9foflOmTEFeXh7KysqglMK6devwwAMPtHlbc/z8/BAYGNjorTPo3bu30SOQzthUHjaVh03lYVN52FQmdpWHTbXr8KvfZ2VlISsrC/Hx8Vi5ciVycnIAAHPmzEFeXh4AICYmBhkZGRg5ciTi4uLQt29fzJ8/v83biIiIiIiIiDoTk1JKGT1ER7Lb7QgODobNZhP9U/vCwkIkJiYaPQbpiE3lYVN52FQeNpWHTWViV3nY9LtfHb948SKCglr+BRPxF8r7oYqKCgDwnN+rJyIiIiIiok6roqKi1U19p/tJfUNDA86ePYuAgACYTCajx7khrn1HR/rZCJ0Jm8rDpvKwqTxsKg+bysSu8rDpVUopVFRUICwsDF5eLf/mfKf7Sb2XlxciIiKMHqNDdKYLA3YWbCoPm8rDpvKwqTxsKhO7ysOmaPUn9Nd0+IXyiIiIiIiIiEgf3NQTEREREREReShu6gXy8/PDsmXL4OfnZ/QopBM2lYdN5WFTedhUHjaViV3lYdP26XQXyiMiIiIiIiKSgj+pJyIiIiIiIvJQ3NQTEREREREReShu6omIiIiIiIg8FDf1N8ilS5cwefJkxMfHw2KxYNy4cSgqKgIAlJeXY/z48ejfvz+SkpKwd+9e58etWLECAwYMgJeXF3bs2NHomJ9++imGDx+O1NRUJCQk4Pnnn2/x81dXV2PatGmIi4tDfHw8cnNzm9zn3//+N7p164Zf/vKXLR6noaEBjz32GGJjYxEXF4eXXnqpyX3Ky8tx0003YfLkya0/KQJI6frCCy8gKSkJycnJGDx4MDZu3Oi8raqqCrNmzUJycjIGDhyIp59+GpIvveHOTWfOnInw8HCkpKQgJSUFTzzxRIvHeeaZZzBw4EBYLBYMHToU77zzTpP7dJa16s5NAWDt2rVISEhAcnIyLBYLLl261OxxXn31VSQnJ8PHxwerV69udNuJEydwxx13ICUlBQMHDsSvf/1rNDQ0tONZ8izu3PS+++5zrtGUlBR4eXkhLy+v2ePs3LkTQ4YMgZ+fX5N/o19++WUkJycjJSUFSUlJeOGFF9r5LHkWd27anvXV2tdJCxcubPR3w9/fX3RXd286btw4WCwWDBo0CJs3b27xOK01bW0NSySlaWtf9wLAnj17kJ6ejkGDBiExMRH79+9vz9PkHhTdEDU1NWrnzp2qoaFBKaXUiy++qEaPHq2UUmrWrFlq2bJlSimlPv30UxUeHq4uX76slFLqwIEDqri4WI0ePVpt37690TEtFot66623lFJKnT9/XvXt21cdPXq02c+fkZGhZsyYoZRS6uTJk6pv377q3LlzztsvX76sRo0apR588EH1+OOPt/g4NmzYoMaMGaPq6+vV+fPnldlsVl9++WWj+0yePFnNnj1bTZo0ScMz49mkdN29e7e6ePGiUkopq9WqevfurYqKipRSSj3zzDPqoYceUg0NDery5ctq/Pjx6s0339T8HHkad246Y8YM9ac//UnT4/jHP/6hqqurlVJKFRQUqMDAQFVZWdnoPp1lrbpz0x07dqgRI0Y41195ebmqr69v9jgFBQWqsLBQPfTQQ03+HkyaNEmtWbPG+XiTkpLUzp07tT1BHsidm37fwYMHVe/evVVtbW2zxzl27JgqKChQS5YsafJv9LW/E0opZbfbVWRkpDp8+HCLz4mnc+em7VlfWr5OUkqp0tJS5e/vr0pLS7U9QR7InZuOGDFCrV+/Xil19d9ds9msvvrqq2aP01rT1tawRFKatvZ175kzZ1RUVJQqLCxUSil16dIldeHChXY8S+6BP6m/Qfz9/TFhwgSYTCYAwPDhw1FSUgIAePPNN7FgwQIAQHp6OsLCwrBnzx4AwLBhwxATE9PsMU0mEy5evAjg6k9Tu3Tpgl69ejV7382bNzs/x80334zbb78d27dvd97+7LPP4v7770f//v1bfRybN2/G3Llz4e3tjV69emHq1KnYtGmT8/bs7GzcfPPNuPXWW9t4RmSQ0nXs2LEICgoCAERGRiI0NBQ2mw0A8Nlnn2H8+PEwmUzw9fXFuHHj8Nprr7X11Hgsd2+q1d13342uXbsCAJKTk6GUwjfffOO8vTOtVXdu+oc//AHLli1zrr++ffvC29u72eNYLBYkJCTAy6vpf6pNJhPsdjsAoKamBnV1dejXr1+rz4snc+em35ednY3p06ejS5cuzR7n2k+7fHx8mtx27e/EtXnq6uqaPYYU7ty0Peurra+TrtmwYQPuuusuhIaGtvXUeCx3bvrZZ59hwoQJAK7+u2uxWFr8yW5rTVtbwxJJadra171r167Fgw8+iISEBABXX0ovODhY0/PjTrip7yBr1qzBpEmTcP78edTV1TX6Rz06OhpWq7XNY+Tk5GDp0qUwm82Ij4/HihUrWvyPg9VqRVRUVLOf48CBA9i/fz8ee+yxNj9na8c5deoU1q1bh+XLl7d5HKk8tev37d69GxcuXEB6ejoAYMiQIdiyZQtqa2tRWVmJHTt2OP8B7wzcqem1eQYPHox7770XBQUFmh5DTk4OYmJinMft7GvVnZoWFhbi0KFDGDlyJIYOHeryqbirV6/Gli1bEBYWhrCwMDz88MNITU116VieyJ2aXlNTU4NNmzbhkUcecfFRAbm5uRg0aBCio6Pxm9/8hk3/v45u2p71peXvBnD112mu5++GJ3KnpkOGDHGecn3y5El8/PHHLX5to7VpZ+SpTb/vh1/3FhYWoqamBnfeeSdSUlLw2GOPoaqqqs3juBtu6jvAihUrUFRUhMzMzOs6zsqVK5GZmQmr1YqjR49iyZIlKCwsbNcxqqur8eijj2L9+vXO77q5QimF2bNn46WXXnL+dLCzkdD1iy++wKxZs7B582Z0794dAPD000/DbDbjlltuwT333INhw4Z1mu9Iu1NTAFi+fDmKi4vx+eef45FHHsHdd9+NysrKVj/m/fffR0ZGBjZv3gyTydTp16q7Na2vr8epU6ewd+9e7Nq1C1lZWXj77bfbfZy1a9di2rRpOHv2LE6fPo3XX38d7733XruP44ncrek1ubm5iI+PR3JyssvH+OlPf4qjR4/i2LFj2LhxI44dO+bysTyJuzXVe33l5+ejoqLC+VPFzsDdmm7YsAEHDhxASkoKfvWrX2Hs2LGd5msbvUho2tzXvfX19di7dy+2bNmCgwcP4sKFC1i2bJlLj81I3NTfYH/84x+xbds2/POf/0S3bt3Qu3dv+Pj4oKyszHmfkpISmM3mVo9z7tw5bN++HQ8++CAAICYmBsOHD8e+fftQWFjovAjLwoULAQBmsxmnT59u8jmKi4thtVpxxx13IDo6GqtXr8arr76KGTNm4OLFi87j3Hfffa0ex+Fw4PPPP8fUqVOdP1F49913MXbsWN2eO3fm6V2Bq9+ZvPfee/Hqq69i1KhRzvd37doVa9asQUFBAfbs2YM+ffpg0KBBujxv7szdmgJAeHi489Tr++67D4GBgTh27FizxwGuXuhl1qxZ+Pvf/44BAwYAQKdeq+7Y1Gw2Y9q0afD29kafPn0wYcIEfPLJJy02bcnLL7+MGTNmAABCQkIwYcIEfPjhh+16fjyROza9Jjs7u9FPYlv6t1eL6Oho3HLLLS59w8fTuGPTltZXe75O+r7s7GzMmDGjxV+1kcYdm0ZHR2Pr1q0oKCjAW2+9BbvdjkGDBrnctLPx9KZAy1/3ms1m3HPPPejZsyd8fX0xbdo0fPLJJ9f/pHU0g3+nX7RVq1aptLQ09e233zZ6/4wZMxpdWCIsLMx5YYlrfnhhifr6etWzZ0/1/vvvK6WU+uabb1RkZKT6+OOPm/3cy5Yta3JhiW+++abZ+7V2oY+cnJwmFwv5/PPPm72f9ItvXSOha2FhoYqKilK7du1qcpvdbldVVVXOz2E2m9WRI0daPJYE7trUZrM577d//37Vu3fvRhfT+r49e/ZourBWZ1mr7tp0+fLl6oknnlBKKVVdXa2GDh3a5oUom7tgYnJyssrOzlZKKVVZWamGDBmi/va3v7V6HE/nrk2VUurEiROqe/fuym63a3oszf0b/f0LRZWXl6v+/furd999V9PxPJW7Nm3P+mrr6yS73a66d++ujh8/ru1J8XDu2rSsrExduXJFKaXUrl27VGRkpPPisj+k5Wvftr7OkkRC09a+7t23b58aNWqUunTpklJKqYULF6pHH320lWfEPXFTf4PYbDYFQMXExCiLxaIsFosaNmyYUurqX8Jx48apuLg4lZiYqD744APnx/3ud79T4eHhqkuXLqp3794qPDxclZeXK6WUeu+991RaWpoaPHiwSkhIUKtWrWrx81dWVqqf/exnKiYmRvXv319t3ry52fu19Y9SfX29evTRR9XNN9+sYmJi1OrVq5u9X2fZKEjpeuedd6rg4GDnY7BYLM5/6I4cOaL69++vEhISVHJystq6dWt7nyaP4s5Nx44dq5KSkpTFYlHDhw9v9Pl/KC4uToWEhDRq2lm/AefOTWtqatTDDz+sEhISVGJiolq6dGmLx8nJyVHh4eGqW7duKigoSIWHhzu/aXP48GE1YsQINXjwYDVw4ED15JNPOq9OLJE7N1VKqcWLF6uHH364zcexe/duFR4ergICAlSPHj1UeHi48yrQ8+bNUwkJCcpisajBgwerl19+ud3Pkydx56btWV9tfZ2UlZWlbrvtNpefJ0/izk3Xr1+vYmNjVXx8vLr99tvVF1980eJxWmva2hqWSErT1r7uVUqp559/XiUkJKikpCQ1depUj7z6vUkpwS9ATURERERERCQYf6eeiIiIiIiIyENxU09ERERERETkobipJyIiIiIiIvJQ3NQTEREREREReShu6omIiIiIiIg8FDf1RERERERERB6Km3oiIiIiIiIiD8VNPREREREREZGH4qaeiIiIiIiIyENxU09ERERERETkobipJyIiIiIiIvJQ/w9TrF2XN+AuAAAAAABJRU5ErkJggg==", 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" ] @@ -787,12 +875,12 @@ } ], "source": [ - "is_train = tp.timestamps(augmented_dataset_tp) < train_test_split.timestamp()\n", - "is_test = tp.invert(is_train)\n", + "is_train = augmented_dataset_tp.timestamps() < train_test_split.timestamp()\n", + "is_test = ~is_train\n", "\n", "# Plot\n", - "is_train = tp.rename(is_train, \"is_train\")\n", - "is_test = tp.rename(is_test, \"is_test\")\n", + "is_train = is_train.rename(\"is_train\")\n", + "is_test = is_test.rename(\"is_test\")\n", "tp.plot([is_train, is_test])" ] }, @@ -801,14 +889,21 @@ "id": "cd397bfb-8be1-4a4d-8613-9c594cf1eac4", "metadata": {}, "source": [ - "An alternative and equivalent solution is to create a demarcating event that separates the training and testing examples. We can then use the `tp.since_last` and `tp.isnan` functions to compute for each transaction whether the demarcating event has already been seen." + "An alternative and equivalent solution is to create a demarcating event that separates the training and testing examples. We can then use the `EventSet.since_last()` and `EventSet.isnan()` operators to compute for each transaction whether the demarcating event has already been seen." ] }, { "cell_type": "code", "execution_count": 14, "id": "3228ef6e-f2e2-4d22-a488-f5f76d0bb39a", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:58:39.454883Z", + "iopub.status.busy": "2023-07-24T15:58:39.454730Z", + "iopub.status.idle": "2023-07-24T15:58:57.242071Z", + "shell.execute_reply": "2023-07-24T15:58:57.241692Z" + } + }, "outputs": [ { "data": { @@ -839,12 +934,12 @@ "train_test_switch_tp.plot()\n", "\n", "# All the transactions before the demarcating event are part of the training dataset (i.e. `is_train=True`) \n", - "is_train = tp.isnan(tp.since_last(train_test_switch_tp, augmented_dataset_tp))\n", - "is_test = tp.invert(is_train)\n", + "is_train = tp.isnan(train_test_switch_tp.since_last(augmented_dataset_tp))\n", + "is_test = ~is_train\n", "\n", "# Plot\n", - "is_train = tp.rename(is_train, \"is_train\")\n", - "is_test = tp.rename(is_test, \"is_test\")\n", + "is_train = is_train.rename(\"is_train\")\n", + "is_test = is_test.rename(\"is_test\")\n", "tp.plot([is_train, is_test])" ] }, @@ -860,7 +955,14 @@ "cell_type": "code", "execution_count": 15, "id": "3d10b205-aef8-4688-97b2-5e9f0ae35582", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:58:57.244165Z", + "iopub.status.busy": "2023-07-24T15:58:57.244000Z", + "iopub.status.idle": "2023-07-24T15:58:57.299562Z", + "shell.execute_reply": "2023-07-24T15:58:57.299181Z" + } + }, "outputs": [ { "data": { @@ -882,8 +984,8 @@ } ], "source": [ - "augmented_dataset_train_tp = tp.filter(augmented_dataset_tp, is_train)\n", - "augmented_dataset_test_tp = tp.filter(augmented_dataset_tp, is_test)\n", + "augmented_dataset_train_tp = augmented_dataset_tp.filter(is_train)\n", + "augmented_dataset_test_tp = augmented_dataset_tp.filter(is_test)\n", "\n", "# Print the schema of the training dataset\n", "augmented_dataset_train_tp.schema.features" @@ -901,7 +1003,14 @@ "cell_type": "code", "execution_count": 16, "id": "254e72c9-f36c-409a-baca-cb7c3d43d3e7", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:58:57.301626Z", + "iopub.status.busy": "2023-07-24T15:58:57.301465Z", + "iopub.status.idle": "2023-07-24T15:58:58.415267Z", + "shell.execute_reply": "2023-07-24T15:58:58.414785Z" + } + }, "outputs": [ { "name": "stdout", @@ -938,6 +1047,12 @@ "execution_count": 17, "id": "e5425639-7bef-4f5d-b7ec-c6555987471d", "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:58:58.423020Z", + "iopub.status.busy": "2023-07-24T15:58:58.422828Z", + "iopub.status.idle": "2023-07-24T15:59:23.393320Z", + "shell.execute_reply": "2023-07-24T15:59:23.392971Z" + }, "scrolled": true }, "outputs": [ @@ -945,7 +1060,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Use /tmp/tmpgc_gs3ou as temporary training directory\n", + "Use /var/folders/1s/pm6kmpl94fjd1klsl1b_vcsc0000gn/T/tmpixd11vke as temporary training directory\n", "Reading training dataset...\n" ] }, @@ -953,11 +1068,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "[WARNING 23-07-12 11:14:12.6454 CEST gradient_boosted_trees.cc:1797] \"goss_alpha\" set but \"sampling_method\" not equal to \"GOSS\".\n", - "[WARNING 23-07-12 11:14:12.6455 CEST gradient_boosted_trees.cc:1808] \"goss_beta\" set but \"sampling_method\" not equal to \"GOSS\".\n", - "[WARNING 23-07-12 11:14:12.6455 CEST gradient_boosted_trees.cc:1822] \"selective_gradient_boosting_ratio\" set but \"sampling_method\" not equal to \"SELGB\".\n", - "2023-07-12 11:14:12.734105: I tensorflow/core/common_runtime/executor.cc:1197] [/device:CPU:0] (DEBUG INFO) Executor start aborting (this does not indicate an error and you can ignore this message): INVALID_ARGUMENT: You must feed a value for placeholder tensor 'Placeholder/_0' with dtype string and shape [1466282]\n", - "\t [[{{node Placeholder/_0}}]]\n" + "[WARNING 23-07-24 12:58:58.4565 -03 gradient_boosted_trees.cc:1818] \"goss_alpha\" set but \"sampling_method\" not equal to \"GOSS\".\n", + "[WARNING 23-07-24 12:58:58.4604 -03 gradient_boosted_trees.cc:1829] \"goss_beta\" set but \"sampling_method\" not equal to \"GOSS\".\n", + "[WARNING 23-07-24 12:58:58.4604 -03 gradient_boosted_trees.cc:1843] \"selective_gradient_boosting_ratio\" set but \"sampling_method\" not equal to \"SELGB\".\n" ] }, { @@ -970,7 +1083,7 @@ "Weights: None\n", "Normalized tensor features:\n", " {'per_terminal.moving_sum_frauds': SemanticTensor(semantic=, tensor=), 'per_customer.moving_sum_frauds': SemanticTensor(semantic=, tensor=), 'calendar_hour': SemanticTensor(semantic=, tensor=), 'calendar_day_of_week': SemanticTensor(semantic=, tensor=)}\n", - "Training dataset read in 0:00:07.875782. Found 1466282 examples.\n", + "Training dataset read in 0:00:07.492790. Found 1466282 examples.\n", "Training model...\n", "Standard output detected as not visible to the user e.g. running in a notebook. Creating a training log redirection. If training gets stuck, try calling tfdf.keras.set_training_logs_redirection(False).\n" ] @@ -979,9 +1092,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "[INFO 23-07-12 11:14:20.5589 CEST kernel.cc:773] Start Yggdrasil model training\n", - "[INFO 23-07-12 11:14:20.5589 CEST kernel.cc:774] Collect training examples\n", - "[INFO 23-07-12 11:14:20.5589 CEST kernel.cc:787] Dataspec guide:\n", + "[INFO 23-07-24 12:59:05.9776 -03 kernel.cc:773] Start Yggdrasil model training\n", + "[INFO 23-07-24 12:59:05.9777 -03 kernel.cc:774] Collect training examples\n", + "[INFO 23-07-24 12:59:05.9777 -03 kernel.cc:787] Dataspec guide:\n", "column_guides {\n", " column_name_pattern: \"^__LABEL$\"\n", " type: CATEGORICAL\n", @@ -1013,9 +1126,9 @@ "ignore_columns_without_guides: true\n", "detect_numerical_as_discretized_numerical: false\n", "\n", - "[INFO 23-07-12 11:14:20.5594 CEST kernel.cc:393] Number of batches: 1467\n", - "[INFO 23-07-12 11:14:20.5594 CEST kernel.cc:394] Number of examples: 1466282\n", - "[INFO 23-07-12 11:14:20.6098 CEST kernel.cc:794] Training dataset:\n", + "[INFO 23-07-24 12:59:05.9791 -03 kernel.cc:393] Number of batches: 1467\n", + "[INFO 23-07-24 12:59:05.9791 -03 kernel.cc:394] Number of examples: 1466282\n", + "[INFO 23-07-24 12:59:06.0472 -03 kernel.cc:794] Training dataset:\n", "Number of records: 1466282\n", "Number of columns: 5\n", "\n", @@ -1042,11 +1155,11 @@ "\thas-dict: The attribute is attached to a string dictionary e.g. a categorical attribute stored as a string.\n", "\tvocab-size: Number of unique values.\n", "\n", - "[INFO 23-07-12 11:14:20.6099 CEST kernel.cc:810] Configure learner\n", - "[WARNING 23-07-12 11:14:20.6101 CEST gradient_boosted_trees.cc:1797] \"goss_alpha\" set but \"sampling_method\" not equal to \"GOSS\".\n", - "[WARNING 23-07-12 11:14:20.6101 CEST gradient_boosted_trees.cc:1808] \"goss_beta\" set but \"sampling_method\" not equal to \"GOSS\".\n", - "[WARNING 23-07-12 11:14:20.6101 CEST gradient_boosted_trees.cc:1822] \"selective_gradient_boosting_ratio\" set but \"sampling_method\" not equal to \"SELGB\".\n", - "[INFO 23-07-12 11:14:20.6101 CEST kernel.cc:824] Training config:\n", + "[INFO 23-07-24 12:59:06.0492 -03 kernel.cc:810] Configure learner\n", + "[WARNING 23-07-24 12:59:06.0493 -03 gradient_boosted_trees.cc:1818] \"goss_alpha\" set but \"sampling_method\" not equal to \"GOSS\".\n", + "[WARNING 23-07-24 12:59:06.0494 -03 gradient_boosted_trees.cc:1829] \"goss_beta\" set but \"sampling_method\" not equal to \"GOSS\".\n", + "[WARNING 23-07-24 12:59:06.0494 -03 gradient_boosted_trees.cc:1843] \"selective_gradient_boosting_ratio\" set but \"sampling_method\" not equal to \"SELGB\".\n", + "[INFO 23-07-24 12:59:06.0494 -03 kernel.cc:824] Training config:\n", "learner: \"GRADIENT_BOOSTED_TREES\"\n", "features: \"^calendar_day_of_week$\"\n", "features: \"^calendar_hour$\"\n", @@ -1116,70 +1229,54 @@ " early_stopping_initial_iteration: 10\n", "}\n", "\n", - "[INFO 23-07-12 11:14:20.6104 CEST kernel.cc:827] Deployment config:\n", - "cache_path: \"/tmp/tmpgc_gs3ou/working_cache\"\n", - "num_threads: 8\n", + "[INFO 23-07-24 12:59:06.0499 -03 kernel.cc:827] Deployment config:\n", + "cache_path: \"/var/folders/1s/pm6kmpl94fjd1klsl1b_vcsc0000gn/T/tmpixd11vke/working_cache\"\n", + "num_threads: 10\n", "try_resume_training: true\n", "\n", - "[INFO 23-07-12 11:14:20.6105 CEST kernel.cc:889] Train model\n", - "[INFO 23-07-12 11:14:20.6106 CEST gradient_boosted_trees.cc:453] Default loss set to BINOMIAL_LOG_LIKELIHOOD\n", - "[INFO 23-07-12 11:14:20.6106 CEST gradient_boosted_trees.cc:1079] Training gradient boosted tree on 1466282 example(s) and 4 feature(s).\n", - "[INFO 23-07-12 11:14:20.6753 CEST gradient_boosted_trees.cc:1122] 1319613 examples used for training and 146669 examples used for validation\n", - "[INFO 23-07-12 11:14:21.3288 CEST gradient_boosted_trees.cc:1521] \tnum-trees:1 train-loss:0.074869 train-accuracy:0.991924 valid-loss:0.071428 valid-accuracy:0.992261\n", - "[INFO 23-07-12 11:14:21.7883 CEST gradient_boosted_trees.cc:1523] \tnum-trees:2 train-loss:0.074266 train-accuracy:0.992086 valid-loss:0.070864 valid-accuracy:0.992452\n", - "[INFO 23-07-12 11:14:51.8364 CEST gradient_boosted_trees.cc:1523] \tnum-trees:44 train-loss:0.071159 train-accuracy:0.992214 valid-loss:0.068009 valid-accuracy:0.992439\n", - "[INFO 23-07-12 11:15:21.8533 CEST gradient_boosted_trees.cc:1523] \tnum-trees:72 train-loss:0.070987 train-accuracy:0.992261 valid-loss:0.068024 valid-accuracy:0.992541\n", - "[INFO 23-07-12 11:15:27.3281 CEST early_stopping.cc:53] Early stop of the training because the validation loss does not decrease anymore. Best valid-loss: 0.0680049\n", - "[INFO 23-07-12 11:15:27.3285 CEST gradient_boosted_trees.cc:1573] Create final snapshot of the model at iteration 76\n", - "[INFO 23-07-12 11:15:27.3344 CEST gradient_boosted_trees.cc:247] Truncates the model to 47 tree(s) i.e. 47 iteration(s).\n", - "[INFO 23-07-12 11:15:27.3347 CEST gradient_boosted_trees.cc:310] Final model num-trees:47 valid-loss:0.068005 valid-accuracy:0.992432\n", - "[INFO 23-07-12 11:15:27.3356 CEST kernel.cc:926] Export model in log directory: /tmp/tmpgc_gs3ou with prefix 14ebee7a82244f15\n", - "[INFO 23-07-12 11:15:27.3384 CEST kernel.cc:944] Save model in resources\n", - "[INFO 23-07-12 11:15:27.3418 CEST abstract_model.cc:849] Model self evaluation:\n", + "[INFO 23-07-24 12:59:06.0500 -03 kernel.cc:889] Train model\n", + "[INFO 23-07-24 12:59:06.0503 -03 gradient_boosted_trees.cc:459] Default loss set to BINOMIAL_LOG_LIKELIHOOD\n", + "[INFO 23-07-24 12:59:06.0504 -03 gradient_boosted_trees.cc:1085] Training gradient boosted tree on 1466282 example(s) and 4 feature(s).\n", + "[INFO 23-07-24 12:59:06.0869 -03 gradient_boosted_trees.cc:1128] 1319613 examples used for training and 146669 examples used for validation\n", + "[INFO 23-07-24 12:59:06.3852 -03 gradient_boosted_trees.cc:1542] \tnum-trees:1 train-loss:0.074827 train-accuracy:0.991935 valid-loss:0.071944 valid-accuracy:0.992166\n", + "[INFO 23-07-24 12:59:06.5977 -03 gradient_boosted_trees.cc:1544] \tnum-trees:2 train-loss:0.074214 train-accuracy:0.992022 valid-loss:0.071371 valid-accuracy:0.992289\n", + "[INFO 23-07-24 12:59:22.4159 -03 early_stopping.cc:53] Early stop of the training because the validation loss does not decrease anymore. Best valid-loss: 0.0685068\n", + "[INFO 23-07-24 12:59:22.4161 -03 gradient_boosted_trees.cc:1594] Create final snapshot of the model at iteration 77\n", + "[INFO 23-07-24 12:59:22.4201 -03 gradient_boosted_trees.cc:247] Truncates the model to 48 tree(s) i.e. 48 iteration(s).\n", + "[INFO 23-07-24 12:59:22.4203 -03 gradient_boosted_trees.cc:310] Final model num-trees:48 valid-loss:0.068507 valid-accuracy:0.992418\n", + "[INFO 23-07-24 12:59:22.4230 -03 kernel.cc:926] Export model in log directory: /var/folders/1s/pm6kmpl94fjd1klsl1b_vcsc0000gn/T/tmpixd11vke with prefix c6744162963b46c1\n", + "[INFO 23-07-24 12:59:22.4248 -03 kernel.cc:944] Save model in resources\n", + "[INFO 23-07-24 12:59:22.4273 -03 abstract_model.cc:849] Model self evaluation:\n", "Task: CLASSIFICATION\n", "Label: __LABEL\n", - "Loss (BINOMIAL_LOG_LIKELIHOOD): 0.0680049\n", + "Loss (BINOMIAL_LOG_LIKELIHOOD): 0.0685068\n", "\n", - "Accuracy: 0.992432 CI95[W][0 1]\n", - "ErrorRate: : 0.00756806\n", + "Accuracy: 0.992418 CI95[W][0 1]\n", + "ErrorRate: : 0.00758171\n", "\n", "\n", "Confusion Table:\n", "truth\\prediction\n", " 0 1 2\n", "0 0 0 0\n", - "1 0 145306 198\n", - "2 0 912 253\n", + "1 0 145311 202\n", + "2 0 910 246\n", "Total: 146669\n", "\n", "One vs other classes:\n", "\n", - "[INFO 23-07-12 11:15:27.3537 CEST kernel.cc:1242] Loading model from path /tmp/tmpgc_gs3ou/model/ with prefix 14ebee7a82244f15\n", - "[INFO 23-07-12 11:15:27.3641 CEST abstract_model.cc:1311] Engine \"GradientBoostedTreesQuickScorerExtended\" built\n", - "[INFO 23-07-12 11:15:27.3641 CEST kernel.cc:1074] Use fast generic engine\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Model trained in 0:01:06.816679\n", - "Compiling model...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2023-07-12 11:15:27.432205: I tensorflow/core/common_runtime/executor.cc:1197] [/device:CPU:0] (DEBUG INFO) Executor start aborting (this does not indicate an error and you can ignore this message): INVALID_ARGUMENT: You must feed a value for placeholder tensor 'Placeholder/_7' with dtype double and shape [1466282]\n", - "\t [[{{node Placeholder/_7}}]]\n" + "[INFO 23-07-24 12:59:22.4338 -03 kernel.cc:1243] Loading model from path /var/folders/1s/pm6kmpl94fjd1klsl1b_vcsc0000gn/T/tmpixd11vke/model/ with prefix c6744162963b46c1\n", + "[INFO 23-07-24 12:59:22.4410 -03 abstract_model.cc:1312] Engine \"GradientBoostedTreesQuickScorerExtended\" built\n", + "[INFO 23-07-24 12:59:22.4410 -03 kernel.cc:1075] Use fast generic engine\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "WARNING:tensorflow:AutoGraph could not transform and will run it as-is.\n", + "Model trained in 0:00:16.475054\n", + "Compiling model...\n", + "WARNING:tensorflow:AutoGraph could not transform and will run it as-is.\n", "Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.\n", "Cause: could not get source code\n", "To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert\n" @@ -1189,7 +1286,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "WARNING:tensorflow:AutoGraph could not transform and will run it as-is.\n", + "WARNING:tensorflow:AutoGraph could not transform and will run it as-is.\n", "Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.\n", "Cause: could not get source code\n", "To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert\n" @@ -1199,7 +1296,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "WARNING: AutoGraph could not transform and will run it as-is.\n", + "WARNING: AutoGraph could not transform and will run it as-is.\n", "Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.\n", "Cause: could not get source code\n", "To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert\n", @@ -1209,7 +1306,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 17, @@ -1239,19 +1336,18 @@ "cell_type": "code", "execution_count": 18, "id": "0a5e0db4-23be-46d6-b18c-5ac43e2d1d9a", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:59:23.395242Z", + "iopub.status.busy": "2023-07-24T15:59:23.395114Z", + "iopub.status.idle": "2023-07-24T15:59:24.695315Z", + "shell.execute_reply": "2023-07-24T15:59:24.694926Z" + } + }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2023-07-12 11:15:29.677431: I tensorflow/core/common_runtime/executor.cc:1197] [/device:CPU:0] (DEBUG INFO) Executor start aborting (this does not indicate an error and you can ignore this message): INVALID_ARGUMENT: You must feed a value for placeholder tensor 'Placeholder/_5' with dtype int64 and shape [287873]\n", - "\t [[{{node Placeholder/_5}}]]\n" - ] - }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -1316,7 +1412,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.9" + "version": "3.10.4" } }, "nbformat": 4, diff --git a/docs/src/tutorials/getting_started.ipynb b/docs/src/tutorials/getting_started.ipynb index 92c771125..8be9550aa 100644 --- a/docs/src/tutorials/getting_started.ipynb +++ b/docs/src/tutorials/getting_started.ipynb @@ -22,10 +22,46 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "3aebee14", - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:46:40.286416Z", + "iopub.status.busy": "2023-07-24T16:46:40.285954Z", + "iopub.status.idle": "2023-07-24T16:46:41.980090Z", + "shell.execute_reply": "2023-07-24T16:46:41.979153Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: temporian in /Users/ian/temporian (0.1.2)\r\n", + "Requirement already satisfied: absl-py<2.0.0,>=1.3.0 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from temporian) (1.4.0)\r\n", + "Requirement already satisfied: matplotlib<4.0.0,>=3.7.1 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from temporian) (3.7.2)\r\n", + "Requirement already satisfied: pandas<2.0.0,>=1.5.2 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from temporian) (1.5.3)\r\n", + "Requirement already satisfied: protobuf<5.0.0,>=4.21.12 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from temporian) (4.23.4)\r\n", + "Requirement already satisfied: contourpy>=1.0.1 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from matplotlib<4.0.0,>=3.7.1->temporian) (1.1.0)\r\n", + "Requirement already satisfied: cycler>=0.10 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from matplotlib<4.0.0,>=3.7.1->temporian) (0.11.0)\r\n", + "Requirement already satisfied: fonttools>=4.22.0 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from matplotlib<4.0.0,>=3.7.1->temporian) (4.41.0)\r\n", + "Requirement already satisfied: kiwisolver>=1.0.1 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from matplotlib<4.0.0,>=3.7.1->temporian) (1.4.4)\r\n", + "Requirement already satisfied: numpy>=1.20 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from matplotlib<4.0.0,>=3.7.1->temporian) (1.24.3)\r\n", + "Requirement already satisfied: packaging>=20.0 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from matplotlib<4.0.0,>=3.7.1->temporian) (23.1)\r\n", + "Requirement already satisfied: pillow>=6.2.0 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from matplotlib<4.0.0,>=3.7.1->temporian) (9.5.0)\r\n", + "Requirement already satisfied: pyparsing<3.1,>=2.3.1 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from matplotlib<4.0.0,>=3.7.1->temporian) (3.0.9)\r\n", + "Requirement already satisfied: python-dateutil>=2.7 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from matplotlib<4.0.0,>=3.7.1->temporian) (2.8.2)\r\n", + "Requirement already satisfied: importlib-resources>=3.2.0 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from matplotlib<4.0.0,>=3.7.1->temporian) (6.0.0)\r\n", + "Requirement already satisfied: pytz>=2020.1 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from pandas<2.0.0,>=1.5.2->temporian) (2023.3)\r\n", + "Requirement already satisfied: zipp>=3.1.0 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from importlib-resources>=3.2.0->matplotlib<4.0.0,>=3.7.1->temporian) (3.16.2)\r\n", + "Requirement already satisfied: six>=1.5 in /Users/ian/temporian/.venv/lib/python3.9/site-packages (from python-dateutil>=2.7->matplotlib<4.0.0,>=3.7.1->temporian) (1.16.0)\r\n", + "\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.1.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.2.1\u001b[0m\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\r\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], "source": [ "# Skip this cell if you are running the notebook locally and have already installed temporian.\n", "%pip install temporian" @@ -33,9 +69,16 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "c71dc843", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:46:41.983821Z", + "iopub.status.busy": "2023-07-24T16:46:41.983534Z", + "iopub.status.idle": "2023-07-24T16:46:43.078329Z", + "shell.execute_reply": "2023-07-24T16:46:43.077853Z" + } + }, "outputs": [], "source": [ "import temporian as tp\n", @@ -59,10 +102,161 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "bb47d14c", - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:46:43.081497Z", + "iopub.status.busy": "2023-07-24T16:46:43.081244Z", + "iopub.status.idle": "2023-07-24T16:46:43.100311Z", + "shell.execute_reply": "2023-07-24T16:46:43.099894Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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timestampnoisetrendseasonsignal
00.00.0912990.0000.0000000.091299
10.1-0.0026160.0010.0199920.018375
20.20.0574130.0020.0399330.099347
30.3-0.0708480.0030.059775-0.008073
40.4-0.1870950.0040.079468-0.103627
..................
99599.5-0.1372260.995-0.1971820.660592
99699.60.0284860.996-0.1795420.844944
99799.7-0.0346140.997-0.1614530.800933
99899.80.0358020.998-0.1429600.890842
99999.9-0.1445020.999-0.1241100.730388
\n", + "

1000 rows × 5 columns

\n", + "
" + ], + "text/plain": [ + " timestamp noise trend season signal\n", + "0 0.0 0.091299 0.000 0.000000 0.091299\n", + "1 0.1 -0.002616 0.001 0.019992 0.018375\n", + "2 0.2 0.057413 0.002 0.039933 0.099347\n", + "3 0.3 -0.070848 0.003 0.059775 -0.008073\n", + "4 0.4 -0.187095 0.004 0.079468 -0.103627\n", + ".. ... ... ... ... ...\n", + "995 99.5 -0.137226 0.995 -0.197182 0.660592\n", + "996 99.6 0.028486 0.996 -0.179542 0.844944\n", + "997 99.7 -0.034614 0.997 -0.161453 0.800933\n", + "998 99.8 0.035802 0.998 -0.142960 0.890842\n", + "999 99.9 -0.144502 0.999 -0.124110 0.730388\n", + "\n", + "[1000 rows x 5 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Generate a synthetic dataset\n", "timestamps = np.arange(0, 100, 0.1)\n", @@ -102,10 +296,37 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "b4a2782d", - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:46:43.102798Z", + "iopub.status.busy": "2023-07-24T16:46:43.102616Z", + "iopub.status.idle": "2023-07-24T16:46:43.108855Z", + "shell.execute_reply": "2023-07-24T16:46:43.108446Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "indexes: []\n", + "features: [('noise', float64), ('trend', float64), ('season', float64), ('signal', float64)]\n", + "events:\n", + " (1000 events):\n", + " timestamps: [ 0. 0.1 0.2 ... 99.7 99.8 99.9]\n", + " 'noise': [ 0.0913 -0.0026 0.0574 ... -0.0346 0.0358 -0.1445]\n", + " 'trend': [0. 0.001 0.002 ... 0.997 0.998 0.999]\n", + " 'season': [ 0. 0.02 0.0399 ... -0.1615 -0.143 -0.1241]\n", + " 'signal': [0.0913 0.0184 0.0993 ... 0.8009 0.8908 0.7304]\n", + "memory usage: 40.8 kB" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Convert the DataFrame into a Temporian EventSet\n", "signals_evset = tp.from_pandas(raw_data)\n", @@ -115,10 +336,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "e0494b95", - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:46:43.111300Z", + "iopub.status.busy": "2023-07-24T16:46:43.111082Z", + "iopub.status.idle": "2023-07-24T16:46:43.915728Z", + "shell.execute_reply": "2023-07-24T16:46:43.915211Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Plot the dataset\n", "_ = signals_evset.plot()" @@ -148,22 +387,58 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "34498512", - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:46:43.918634Z", + "iopub.status.busy": "2023-07-24T16:46:43.918403Z", + "iopub.status.idle": "2023-07-24T16:46:44.032477Z", + "shell.execute_reply": "2023-07-24T16:46:44.031965Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "signal = signals_evset[\"signal\"]\n", - "trend = tp.simple_moving_average(signal, tp.duration.minutes(1))\n", + "trend = signal.simple_moving_average(tp.duration.minutes(1))\n", "trend.plot()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "8b16c4e8-d4c6-4e4b-897e-f43468c530e7", - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:46:44.035024Z", + "iopub.status.busy": "2023-07-24T16:46:44.034839Z", + "iopub.status.idle": "2023-07-24T16:46:44.148467Z", + "shell.execute_reply": "2023-07-24T16:46:44.147980Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "detrend = signal - trend\n", "detrend.plot()" @@ -191,12 +466,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "198a1741-d707-481a-bd4a-a56bbabb56bb", - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:46:44.151258Z", + "iopub.status.busy": "2023-07-24T16:46:44.151015Z", + "iopub.status.idle": "2023-07-24T16:46:44.264517Z", + "shell.execute_reply": "2023-07-24T16:46:44.264012Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "trend_prefix = tp.prefix(trend, \"trend_\")\n", + "trend_prefix = trend.prefix(\"trend_\")\n", "trend_prefix.plot()" ] }, @@ -211,12 +504,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "f252fba3-cbff-4d7f-9751-db1e2555457e", - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:46:44.267056Z", + "iopub.status.busy": "2023-07-24T16:46:44.266866Z", + "iopub.status.idle": "2023-07-24T16:46:44.379195Z", + "shell.execute_reply": "2023-07-24T16:46:44.378757Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "detrend_rename = tp.rename(detrend, \"detrend\")\n", + "detrend_rename = detrend.rename(\"detrend\")\n", "detrend_rename.plot()" ] }, @@ -239,24 +550,42 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "d257c190-244c-49e1-927c-54c9b7ca3d50", - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:46:44.381886Z", + "iopub.status.busy": "2023-07-24T16:46:44.381689Z", + "iopub.status.idle": "2023-07-24T16:46:45.077475Z", + "shell.execute_reply": "2023-07-24T16:46:45.076975Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Add some operations\n", - "trend2 = tp.simple_moving_average(detrend, 25) # duration in seconds\n", + "trend2 = detrend.simple_moving_average(25) # duration in seconds\n", "detrend2 = detrend - trend2\n", - "slope = trend2 - tp.resample(tp.lag(trend2, 20), trend2)\n", + "slope = trend2 - trend2.lag(20).resample(trend2)\n", "\n", "# Pack results to show all plots together\n", "result_evset = tp.glue(\n", " signal,\n", - " tp.rename(trend, \"trend1\"),\n", - " tp.rename(detrend, \"detrend1\"),\n", - " tp.rename(trend2, \"trend2\"),\n", - " tp.rename(detrend2, \"detrend2\"),\n", - " tp.rename(slope, \"slope\"),\n", + " trend.rename(\"trend1\"),\n", + " detrend.rename(\"detrend1\"),\n", + " trend2.rename(\"trend2\"),\n", + " detrend2.rename(\"detrend2\"),\n", + " slope.rename(\"slope\"),\n", ")\n", "result_evset.plot()" ] @@ -275,10 +604,185 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "1ef53eb7", - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:46:45.080636Z", + "iopub.status.busy": "2023-07-24T16:46:45.080441Z", + "iopub.status.idle": "2023-07-24T16:46:45.090089Z", + "shell.execute_reply": "2023-07-24T16:46:45.089615Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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30.3-0.0708480.0030.059775-0.008073Device 1
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" + ], + "text/plain": [ + " timestamp noise trend season signal device_id\n", + "0 0.0 0.091299 0.000 0.000000 0.091299 Device 1\n", + "1 0.1 -0.002616 0.001 0.019992 0.018375 Device 1\n", + "2 0.2 0.057413 0.002 0.039933 0.099347 Device 1\n", + "3 0.3 -0.070848 0.003 0.059775 -0.008073 Device 1\n", + "4 0.4 -0.187095 0.004 0.079468 -0.103627 Device 1\n", + ".. ... ... ... ... ... ...\n", + "995 99.5 -0.137226 8.955 -0.197182 9.615592 Device 2\n", + "996 99.6 0.028486 8.964 -0.179542 9.808944 Device 2\n", + "997 99.7 -0.034614 8.973 -0.161453 9.773933 Device 2\n", + "998 99.8 0.035802 8.982 -0.142960 9.872842 Device 2\n", + "999 99.9 -0.144502 8.991 -0.124110 9.721388 Device 2\n", + "\n", + "[1600 rows x 6 columns]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Reuse raw_data to create one with two signals with overlapping timestamps\n", "new_data = raw_data.copy()\n", @@ -331,10 +998,50 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "c7ba2e0d-0271-44c9-a82f-6ea64e898b77", - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:46:45.108219Z", + "iopub.status.busy": "2023-07-24T16:46:45.108008Z", + "iopub.status.idle": "2023-07-24T16:46:45.114823Z", + "shell.execute_reply": "2023-07-24T16:46:45.114355Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:root:Feature \"device_id\" is an array of numpy.object_ and was casted to numpy.string_ (Note: numpy.string_ is equivalent to numpy.bytes_).\n" + ] + }, + { + "data": { + "text/plain": [ + "indexes: [('device_id', str_)]\n", + "features: [('noise', float64), ('trend', float64), ('season', float64), ('signal', float64)]\n", + "events:\n", + " device_id=b'Device 1' (900 events):\n", + " timestamps: [ 0. 0.1 0.2 ... 89.7 89.8 89.9]\n", + " 'noise': [ 0.0913 -0.0026 0.0574 ... 0.0849 -0.1479 -0.0568]\n", + " 'trend': [0. 0.001 0.002 ... 0.897 0.898 0.899]\n", + " 'season': [0. 0.02 0.0399 ... 0.3051 0.3177 0.3294]\n", + " 'signal': [0.0913 0.0184 0.0993 ... 1.2871 1.0678 1.1716]\n", + " device_id=b'Device 2' (700 events):\n", + " timestamps: [30. 30.1 30.2 ... 99.7 99.8 99.9]\n", + " 'noise': [ 0.1521 -0.0129 0.0074 ... -0.0346 0.0358 -0.1445]\n", + " 'trend': [2.7 2.709 2.718 ... 8.973 8.982 8.991]\n", + " 'season': [ 0.2601 0.2446 0.2285 ... -0.1615 -0.143 -0.1241]\n", + " 'signal': [3.4122 3.2417 3.2558 ... 9.7739 9.8728 9.7214]\n", + "memory usage: 65.5 kB" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "devices_evset = tp.from_pandas(data_2_devices, indexes=[\"device_id\"])\n", "devices_evset" @@ -353,10 +1060,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "5e3cc024-37c0-4dd4-8423-e3616b92313f", - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:46:45.117301Z", + "iopub.status.busy": "2023-07-24T16:46:45.117124Z", + "iopub.status.idle": "2023-07-24T16:46:45.389947Z", + "shell.execute_reply": "2023-07-24T16:46:45.389467Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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78PgXrQCAUDCAaJwUyptOaJoGRQE5Kib14aHL69jnTCoxPjtiQ22BOqvmPTHqMwAej3xMXEG05xaiP3cQ7bmDaM8dRHvuyCTtW61+3LiqFP/Z34fGbhee/ap91DF8HjXKA/zi111Y+/vPEE/QCEbj6BtRTM8diOLjgwM40OvGrc/txJfNgwhF4wjH4uxGgNMfAU3TcAdSq6dPB5mk/2TY3eUct71gMBpHJJZgP4dQNI7ntnQAAF7c1gWdXIS7zqhCZY4SlTlKGBViVOUoU84x16zEO429aLH6YFCIsbBAg9d39uCuMypRpJNhr8UFY9Koz1VLwedRUEmE+PyIFe/t70eL1Qde0os/VLxtJIO+8KjHCMeGpml4QjEoJUIAQFWOEvkaKfu8USlmcuvVkqya99nzl2QxZWVlXA/hpIVozy1Ef+4g2nMH0Z47iPbcke7aR+MJfPeFneh1BdFq8+Gi+nw0DfhgcQRT8ufjCRoURSFHJU7xAPvDMXx0sB/n1ebiSL8XrkAU9hGttfb1uPHhwX54QzFct6IE7+3vw/NbO/HUpnY8vrENAPDT1xuxv8eDO17aBad/ettypbv+U+WDAwPY1+0a8zlnIAqVRIDepNG/YW8v/vRJM7yhKLZ3OHDT6lIsKdGxxxtVEiws1KSc43unVeDN3T348ZnV4PEoCPg8fPGTU7GsTI8CrQztg36opAIAQKFOBo1UCJVUgD1dLty5rgKfHbZCpZDDqBiupD+S6/6+bUxj/2QkEktMaJPjzpd2o9Puh0EhGvN5k1KChQVqUBSVVfM+7Yz673//+ygpKQFFUdizZ8+4xz399NOorKxEeXk5brnlFkSj079rmS60tLRwPYSTFqI9txD9uYNozx1Ee+7gQvvf/Ocwfvn2QdYbO1EGPKFjhn9nGuk+77d3OKCWivCjV/bCGYigQCuFOxiBzRuCJxhjj/OGolBJBSgzKNBqG65o/u6+Ppxfm4clxTrs7HTAHYwiGI0jEGFe22rzwRuKwReKYU6uEj88owpH+r042OfBZ4et8Iai+LrNjrZBH9psfljHMABPhHTXf6pYnAE4x4lscPojmJenQq+L2Xx5e28vvreuAjc9uwMX1xek5MEDwGUNBbisoSDlMbGAj2dvWIplZXr2MbmYMeILtFJoZEL2PAVaKVRSIVQSIZQSIeblqfB1ux38WBBFeiav/j/7+hBM1mOIJ2g0DXjZVnonO43dLjz95eiomJHQNI0trXbs6HCyaQ9HU2qQ4/5vzAeQXfM+7Yz6Sy+9FF9++SWKi4vHPaa9vR333XcfNm3ahJaWFgwMDOCJJ56YxVHOLgKBgOshnLQQ7bmF6M8dRHvuINpzBxfat9p8CEZjky6UtbHJho8PDczQqGafdJ33/9zSAZqm8ckhK65fWYJvLSlgvfE0DQz6IvCGho0uVyAKjVSE2gJ1iof400NWnFNjRkOxFjs7nXAFoqAosN76tqRR7wlFoZQIYFSKMegLIxCO4da1ZfjuC7uwrEyPA70e9LqDY3p1T4R01f9E6XYE4BrHqHcFopifp0afO4g9FhfmmJW4qC4f8/NVuGRR/qjjJUI+BPyJm04FWmmKYVmTr8byMh1UUiGqzUrkqiU41OeFRiZAnkaCXlcIL27rwoFeNwAm9D4ap2FxZFZ7xJnCFYiO+1kOMeAJIxxLYGenE/pxjHo+j0KRXgYgu+Z92hn1a9euRUFBwTGPee2113DBBRfAbDaDoijcfvvteOmll8Y9PhwOw+PxpNwyiaKiIq6HcNJCtOcWoj93EO25g2jPHTOtfSgaRyiaWhWdpmnMMavQNuhnw2wdI0Krjz5+CJsvnHJcppOu8/7JTW3Y3+PBkX4vqnIUuKguH7+9pJZ93uYNwxsa9tQPVdmel6fCgd7h681oPAGZSACtXAR3MAp3MIpCrQx2/3CfcyGfgjcUg1LM5ALzKApiAR9nzMtBvkaKm1eX4uNDAyjWyWD1Tm/LvHTV/0RxB6NsK7khhu47AxFUm5Xod4fw/NZOXL28GFq5CPd/Y/4oL/1UyNNIMcesTLl/9oJcqJNGPUVRMKnEKM01Ik8tRa8rCIsjgP09jFHf4wqiRE8q4w8x1md5NAd63Vg/LwfbOxzjht+PJJvmfdoZ9ROhq6srxZNfUlKCrq6ucY9/8MEHoVar2VthYeFsDHPaaGtr43oIJy1Ee24h+nMH0Z47iPbcMdPaP/1lO95p7Bv1eJlRjnabH9c/sx2BSAxXPLGFGY/Nh2uf3jbmuayeMGsQZgPpOu/jcRo/e6MR6+aYQFEUKIpCoS7p5eNTGPCGwBth/7mCUWhkQshEAgSjcby3rw/hWDylNzmPouAKRFBmlMOezBFO0IwH0RuKQSlhvIfFejmqchQAgN9cUotlZXoEwnEsL9OneOp/9MreE/4701X/E8EfjiFXLU3x7sbiCXzj0S/hCkTgCkRgVIrRYvNBJxehWC+f1veXCPn43aW1ox5fV23ETatLAQBVJiViPifyNFJYnAFoZCJ2M6jXFcSyUj0sDmLUA0NG/die+oc/asI3//YV/vxJM86vzYXVGx43/H4k2TTvM9Konyz33nsv3G43e7NYLFwPaVKIxceflISZgWjPLUR/7iDacwfRnjtmWvsvmmwpHtYhz3ypQY79PW5sbh3Eqzu60WrzI5Gg8dzWTtj94TELZdl84WkvlsYl6TDvY0dVqw/H4qgpUEMlEeKqpaM9egaFGFZPmK1eDgx76gEgVy3Br987hH3dbkiEw23QdHIR2u1+lBkUsPsj8IVjbJs0XzgKRdKoX12px4pyQ8p7lhnlWF6mZ3PqaZrGhwf6j9lrfSKkg/7TjcUZQE2BGq7g8Pfk3X19CEYSsHrDcPij0MpEeOt7q/Bf586dkTGM5fEX8HnsfFhdaUCZUQazWoLGbjfm56nQ7wnhwfcOoWPQj2VlOnSNY9SHonG0D/rHfC4bcQejcB1VX2BobTzU58FLty7HRfX5WFVhYFNYjkc2zfuMNOqLiorQ2dnJ3u/o6Dhm+IRYLIZKpUq5ZRJms5nrIZy0EO25hejPHUR77iDac8d0a59IMO3H3MEodnU54Q/HUjysQ22X8tRSfN5kw5nzzHhiYxvUUiGcgQharD6sLDeg2zk6pzYUiZ+wIZdOpMO8v3/DAeyxuNj7rkAUeoUYL926PKU3+RAmpQQ0kOKFd/oj0MgYo/5XF9Xg7vVV2NxqR65awh4zlEvNeOoj+OKIDauSxvtIT/1pc3Kwony4ABsAXLuiGKsqDKxR7wvH4A3H0Oc6sXD8dNB/urE4gijRyxEfUYTyvX19uH5lMayeMJyBCHQyEVTJ1mdc8I2FeVg9vwRCPg+D3jAKtDLo5SJ02gN4aZsFi4q06HUF0Z9suxeNJ/DqDgvCsTj2WFy461+7s7o6vjvAhNz/Y3MH3MHoqI23Zzd3YHPLIGIJGmIBHzesKoVEyEeZQQ6d/Pjh99k07zPSqL/kkkuwYcMG9Pf3g6ZpPPbYY7jiiiu4HtaMMXIDgzC7EO25hejPHUR77hhL+0c/ZdosfXp4YNIXcFZvCJ4QqZ48EU503g9VsKdpGhZHAFvb7Xjg7QN4p7EXv3z7IL69rDjFqB/0hWFQiMDjUTApxbhxdQmcgQjOmGtC26AfBoUY1WYldnY68cau7pT3moaU37QiHdac/b0efH7Eyt53+BmjbzxMKvEob2DTgBcVJiZkns+jUGZUYHPrIMzq4T7ZuRopDvd52PD79w/046z5ORAL+PCGYhALRm8gDHH2glwYlWIEwkwev80bhkjAG9ebO1HSQf/pxuIIoFDH6P7Grm60D/oRjiVQrJfD6g3BFYhAI+fOoB9iSHuzWoJCnRSPXFGP31xSg0FfGHkaKYxKMW59bgdomsb2dgfe3deHX71ziK3nsKXVzvFfMDP4wjHc+a/d6HYGsbHJBs+IKJgh9lpc2NHpxNHL4WPXNEA4gaKG2TTv086ov+2221BQUIDu7m6cddZZqKioAADcfPPN2LBhAwCml+YvfvELrFq1ChUVFTAajbjtttu4HPaMIpVKj38QYUYg2nML0Z87iPbcMZb2W9sc6HWF8PsPmtBq803qfG/t7sGnh6zHP5BwQvM+FI3jjIe+wC/ePoBuZxA/eW0v9ve4sb3DgW3tDvz9+iW4alkR264KAAZH5H3etLoUtQUaPPStOlSbVdhrcSFPI8EcsxK/fu8QXt3RjQ17e9nXZptzjus1JxZPQCcTYu8IT73DH4H2GN4+k1LMbMpQFOtB7HEFka8Z/ltK9XLs6nTBrEr11Fu9YZQbFdjR6UQkFodeIYZKKpj0BpzNG8bCAjVr1Ieicfz5k+ZJnQPgXv+ZwOIMoFDL1D94b18/Hvm4CSV6OXJUjP6+cAxKMffVz4e0z9NI2fFqZCI8fk0DRAIefnfpQiwq0qJ90I9PD1txz9lz0OcOweYN49LFBdjW4eBy+DPGoDcMmzeMQV8Y/Z4QPKEY9ApRSvFQmy+ML5psMKlSN9dy1RObz9k079POqH/88cfR3d2NWCyGgYEBtn/gU089hQsuuIA97pZbbkFraytaW1vx9NNPQyjkfqdtpjAYDMc/iDAjEO25hejPHUT72WXQF8bBZHGksbS3eZmLGps3jK9axvfKJBJ0SnstgGnx0++Z3krZ2cqJzPuv2x24alkRuuwB9LlD2N3lwu4uF5aUMDmxY4WCDvoirFF/2eJCCPk8nL3ADINChL3dbuRppKg2K1FboMFzNy3Fy9u70O0MoHnAC4mID4qi0GL1wpoFny/Xa06HPYByowIy8bBh7fBHoDuGJ7dQJ0OxTg6lRAhvKIZ4ggYvWUxvCLVMCKVEAHNK+L0UIgEPJqUYayoN+N2lCwEASokQ/nBs1PscC5svjEXFWtaot3nD+Ojg5Fsdcq3/TNDrCiIvucESSySwtc2ORcVamJRiDHhCbGtCrhnS/sbVpageUS3/1GoT+/8V5Xp81WrHkQFvsqI+DZsvjLlmFdsWMdMYr7PHEIM+xqi3+yLod4dA0zR0cjHcybz6eIKGRMCHMxBBkW5qRQ6zad6nnVFPGE2mFfbLJoj23EL05w6i/eyyq9OJpzYxVXjH0n7QF0an3Y95eSpsa2e8MjRN448fHkk57u3GXtz31v6UxwY8ITYfcyQWRyCrczGnwonM+41NNqytMoIG0OcOolAnw5EBL85eYMbCAs2Yr7F5Q2MWczIqxWjsdiFPI4VSIsRT1y2GgM/DjatK8Z3nd+H7/9oDo0IMjUyIRz5uxsvbh8f92s5u+MMxbGyyZdTny/Wac6jPg7m5KszJUaJ5gImGcQYi0B4j/L4qR4nvn14BpUQAbyiGTrsfJWNUUC81yFNz6jUSqKVCUBSFH51ZzYYUK8UCyEQT8xwXaKVosfpg84axqEjLVkgfWisATOrz51r/6cQbisLqDSEWpyESMEXp5GIBbltbjuWlOphUYrQP+iFLAy89MKz9oiJtSkHFkSwv1ePhj5pwYV0+KIoCTTMbONVmZca2tvzlOwfRcYxCfzZvGA5/GAPJ4qKReAIamZCtgN9p96NIL8O8XBWKk33nJ0s2zXti1GcACoWC6yGctBDtuYXof+KEonG0WEeHazv9ETQNeMd9HdF+dnEGIviqdRA0TY/SPhZPgM+jsKfLhQqjAv5IDDRNw+oN4y+ftqDXxRRRo2kar+3sxoAnjGg8gUCE8fh5QrExe1r/5LW9CEWzp9DadDDVeZ9I0Djc70GlSQG1VIjmAR8uqsvDHLMS6+fm4KdnV7PHSkR8NgR/vLZLRoUYnfYACjSpoaGnz83B23euxulzTDAqxdDLRTjY68HOLicAoNsZwM//vR/NVh9+/8ERBCLH9oSlE1yvOUf6vag2K1FhUqA1uWYynvpjF9uiKAoqiQD7etz49XuHsLBQPeqYH66vQs6I8HulWJASoj+ESiqEYoKG5lkLzPjgQD9s3jCK9TL4k993R7Ka/tdtdvzmP4cndC6Ae/2nk3ca+/DY58OtyjQyIapzlLhxdSlMKglkIgH297hRkz/6s+KCiWivlgnx+U9OxaUNBQAAmViAHmcQZpXkuB7vdMXuC6NvjA3nIQZ9YZiUErQM+DAvTwVPMAqtTIhNzTZ8dtiKpgEvqnKUuKShAPVFmimNIZvmPTHqM4BMq9afTWS79o9+Ovm8u9kk2/WfSV7dwew+X/v0Nty/Yf+o57e02fHuiH7Z0XgixaszpP1YHl7C1BmvWrndH4FZLcUDGw7gkDPVu+YIRDAvT4XdyRzrYp0MXY4ADvZ5cGq1Ea/t7EaXPYAOewBlBjlqC9S49Z878MxXHQAAIY9CeAzjvccVHBWqf7Iz0TXnaA/o67u6sX5uDiiKQq5agl1dTpxXm4cHLpgPHo9K8b4aFeKkByqCxm43KnNGX1QOee9zxzD8AOCO0ypw9fJiaOUiLCzUQCURwu4L49mvOnDV0iJ02v3oGPSPav+UznC93nc6AijWyxijPlm3wuk/tqd+CJVUiKe/bMP1K0txwcK8Uc+vqjCAP6KZPUVRePyahlHHKSUCtvL98VhaosPWNjus3jCMCjFkIj584RjsvgiqzSq8vMOCVtuwFzSRoFOqwI/6G7Lo93Zfjxsbm23QJD87jVSEqhxlyjEqiRC1aWLUT1T7kVX6c9USDHhD4PG4Tx+YKs5AdMwN5yFsvgjm5CpxqN+LBflqKCVCaKQiPPZFG/76WQte3m7BumoT1lWbJpxDfzTZNO+JUZ8B9Pb2Hv8gwoyQ7do/u7mDrdacjmS7/tPNnz5uxuWPb0EiQePhj5rg9EdgVksgGaOScrczAFdgOGTv2a86sKl5kL0/pP1dL+9O6zmSaVzz9NdjPu70R3DdimII+Ty8t4fZkIknaNA0jUFvBHPMKlgcAZjVEizIV2NfjxsHez24ZU0Zmq0+/HzDfnTa/Sg3KbBujgnROI0eV3Dc8Nt4gkafiyk8RBhmomvOT15rRLeTCXemaRpv7u7Bt5cXA2CKXe21uJCrlsCklIx6rVEpxiOfNOF7L+zCPWfPGbNCs1oqhEEhHtdrKxHyoZYKUaCV4pQqI1ZV6PF1uwNtg36cU5OL3V0ueMOxlO94usPVeh+KxhFP0PCHmfaCxXo52/vbEYhOqC2WUiJAhz2AleX6Cedoj/TcD6GSCKGcYHs1AZ+HxcU6fH7ECq1MhLpCDfZaXLD7I1hUpMEH+/tT8vNf2NaF13aOH2qcSb+34diwZzoaT7A1BIaKFfa5glhYoGEr31+1rAinVhtTzpGvlWJ+mhj1U9HerJKMuT68usPCpmilO65ABFZPeNznbd4w5uaq0Gn3ozpHCbVUCLVMiBK9DJc0FGBNpTGlVsVUyKR5fzyIUZ8BZNMuUqaRzdqHonEM+iIY9I2/oHJNNus/3URiCeyxOFGsl7GVYre02VGkY/LMjjbuup3BFC9ejyuIPncQh/o88IairPY2bxi+CDH8pgNvKIodHU5EYqO95g5/FKfNMeG/z5sLa5D5rB7+qAmXP7EVh/s9yFGJYVCIkauWoKaAMeoP93tRU6DGX66sB4+i0OUIoFAnw/IyPf5x41Km3VE4BlUyd3fk5ozVG0IsQcM3yaJc2c5E15yDvR58fsQGAGix+jDHrGKN8zyNBGIhf9zc2DPm5uAbC/Pw4i3LUFMwtlFBURSuWlp43HGcV5OLi+rzsTBp0NE0jTKDHBubbNDKhHAHRnvqvaEonv2qfUJ/52zC1Xr/9Jft2LC3h70vEvAQS35XAuEYZGP0pz8apUSIFeX6E/aaTsZTDwC3n1qGM+bmgMej0FCsw44OJ+w+Jsc+TyNNGfvHBwdS2t799v3DaBvRSSNTfm9j8QQu/utm9n77oB//9+5B7Ohw4Lw/fwm7LwwBn4dvLMxFXaEGALPRdvT38clrF49qj8YVU9E+Vy2BMZm6w+NRbBTGZ0es+OhgP7qdgTF/a9KJWILGwDGKfNp9YcwxK6GUCJCrlkAlFWJergrfO60CVy4two2rS094DJky7ycCMeozAJlsasUfCCdOtmi/s9M5KszW5g2DopiWL+lKtug/G2xrd2BZmR5mlQT7e92gKAobm2wo0sugkAjgDkaxqdnGHt/nDsEXimFnpxNft9kxkKys/o/NHXhqUzurvd0fgSeDQnjTmX53CHGaRtvg6BoH7mAUKgljfMvFQgQiMbTafLhqaRH+tc0Cg0KMHLUEuWopKowK7OhwwuYNseGYcrEAB3s9KE5u4vB5jBFv9YRgUjG51/YRxZR6nEEYlWISfn8UE1lzaJqGQizAVy1MZMtnR6xYN2fYC5inkaa0LzuaarMS66pNx/Xo3n1m9TGfB8Ceo9KkxMbmQeRppNDIhLD5wlhYqBkz/P6dxj489kXbmBE4LVbfMQtXzSRcrfdNA1582WyHfITXU8TnIRSNI0FPrDr6vFwVvr206ITHUqCToXacjZ6xEAv4+M0ltQCABfkq7O91w+6PYGmpDlcvZyJ/IjGmvkY4FkevizGgWm0+vLLdgkN9w3VVMuX3drfFhUP9HrZmSPOAD85AFH//qh3XrSzBzf/cgbm5KpxabUqpHn804226ccFUtM9RS9g0Ha1MCGcyKicQiaNpwIfvvbALW9sm178+nqDH3AicCWiaRo5SggHv+I6leIJGrloKg0KMarMSZ87PQaFOhnXH+FwnS6bM+4lAjPoMoL+/n+shnLRki/bPbu7AS9u6Uh4b9IVRYVSg2xnkaFTHJ1v0n26aBrywOALodgbgC8dg84bx96/accbcHJjVUuy1uLEgT4VNzYMo1slgUIixo8OJ374/XDRp6IJ+j8WFrW0OWEf0g91tcaHd0otYPAFXIApPkHhzp0LTgDfFE97vCaEmX40j/WMVKKRZL1+RgsaeLhcisQTWzTFhV5cTBoUY36zPh1EphoDPw6UNBfjDZQvZV5ca5NjUPIh8bWpe4YCHKTSUo5ak1EfocQUxx6yEb0T4/R8+SK2kfzIykTXHHYyiQCdFOJZAJJbAtnYHlpbq2OfzNFKUGGb3QpHPo6CUCDAnVwWKolCil2NhgYZt/TSS9/f347zaXBxItlAcycYmGzaO2PybTbha793BKLZ3OFCkG/7uzMlVYnuHA4oJhsKXGORYWXHirbHyNVJ8c1HBlF4rFvART9BwBSIo0Epx3coS5KiY1m1ftzlw5jwzu0H74tdduGt9FTrswxs4mfJ7u7HJhtUVBrQl6wW0WH24YkkhGrvduHJpIV6/fSW+f1oFx6OcHFPRfl6uCteuKAEA6BVi2H0R9LmDyFUznRUkQj729bgndc6dnU787YuWSY9lKvgjcRiVYgRG/EZ+78VdeGWHBTRN43sv7kIoxhyjV4ihkYmm1ZgfIlPm/USYsFHv8XiOeSPMHFqtlushnLRki/b+cAyfH7Gx+WYA46mvL9KwbXDSkWzRf7p55qt2bGoexLNfdeCBDQdw18u78b115agwKZCrlqCxm+mN3eMKokgvg1EpxvZOB5r6fQhG4imh+FZPCJ0OP6RCPmy+MBI0UF+ogZuWwpncsSfe3Knxm/8cxnee34n/93kraJpGvzuEU6qMaBrwIhyLY3/ygutoj+mqCiM2Ng+Cx6OglgqxqEgLo1KE61aWsCHeVy4tQoF22HAsNzJttMQj6idIRHwc6vOgUCvF8jIdPjw4fPHS7WSMem/SqE8kaDyxsS0r+p2fCBNZc7ocARTpZFhcosXnR6wQCXgpuqskQvz5ivqZHOaYrCzXoy7ZOm9dtRF1RRq29dMQoWgcMhEf6+fljGm8D/rC6HFxs9HLxXofT9AQ8CiUGORsqhIA1Bao8drOblSPUcQwnanKUaLDHmCjC8xqKfo9IezoTN14arb6cPZ8c0pURqb83u7vcePCuny0JcfeYvPhupUluHt9FSiKAo9HQTBGnYp0ZiraS4R8zMtjQsf1chEe/M8hXPnEVtQXavH90yvwyBV1ONA72qjvcwdxyz93jHnOPncQzllqj8cUoRSCBtgQfH84hrf39qLHFYTNG0aJXg6zSoIz5+XM2DgyZd5PhAnPeo1GA61WC41Gw96G7meTIOmIUJgeOT8nI9miPQVgfp4qZVd+0BdBfZE2rT312aL/dELTNLa1O2BxBtDjCkIu4uP2U8rRUMxcsJnVEjR2u7GoWAuZiI8cpQQGhRjb2x1YUqrF/l53SpsmqzeMPlcIEiGPbW+Wr5HCHoyzx5FialODRwH/vHEp4okEXtzWhQFPCCvLDfiqxY5739iHX759ENs7HPjvo/rKL8hX46OD/Wwo/a+/uWDM3tcjKTMo2KJQQ+SqJHhtZzeWl+uxokyPxm43ntrUBoc/AosjgGqzCp7kho3dH4FEyEsplngyMpE1Z8ioP7XKhN++fxirxvDQcmFU3HVGFZujf/eZ1SjUSuEKDl+g/9eb+9DrCiJPI0V9kQaN3a5R5xj0MesBF3Cx3g/VoVhRpkfliOroNfkavL+/P+WxTGBxcWqf81y1BH3uEA71eTHHrARFUbD7wslCjKkpOZnye8ujKFSYFGw9AH84hrwTiHBIB05Ue71ChH53CO/9YA0uXpSPCpMSuWppSkvLFisTIfbAhgMY9IURiMQQisbxwIYD7DFWT3jWet67AlFoZCIkaBrn/GkTmge80EiFWJCvxr/39OL82lz838U1kIr4uDpZhHQmyJR5PxEm/KuTSCQQj8eRSCTY29D9eDwz+yNmClarleshnLRkg/ahaBwSIR9lRgUbrgYMVxW1HSOfiWuyQf/p5siAF0tLdeh2BhGJJfCLCxdgTeVwPm+uWgK7P4J8jRTXrywBj0fBqBRjX48bF9XlY3eXE0f6vSgzKsDjUXAGIojGE9DJRfCFYlBJBMjXStHc64Ddz/Q/Jjn1U4eiKHz31Aq8t68PFgcTOfGHy2px1nwz8rVSvPh1F7Z3OFIqoNsHbSgzKlBuYryEFSblcY3ECpMCVx6V05urkUItFbK5+r+6aAGMSjG+/9JuOAMRVOUo2PSAfncI31iYh69aBhGOxfHIx03TrERmMNaa88aubnw9Ijd1yKifm6uELxw7Zt4ul6ikw4XyQtE43trdg15XCHkaKcQCPqLx0Tn1Dn+Us8ic2V7vNzbZ8IN/7UalSYnbTynDoqJhB5VRydShqM4wo76hWIvcEdXAzWoJOgf9oMBsNOWoxHh7by+WlepG1QrIlN9bigLKjEyHgniCRgZ3dGM5Ue3rCrV44IL5kIkEKb8lBoUYVm8InlAUF/91Mw72eiDg85IRYz5YHAH8e08PG73X7wmxGz2uQGRGDPzdXU602XxwBRlPfYlejjWVBnxwoB9Fejlq89V4dYcFc8yzU8AuU+b9RMis+JSTFL1ez/UQTlqyQftuZwAFWilKDcNtegDGI2NUihEfp+VVOpAN+k83r+3oxrcWF6bkoY2EyaXjIUclwU/PngMAMChE4FEUzqnJxVctdry3vw9nzs+BWiqEOxhFjloCs0oCPo9CnkaKPI0U3rgQDn8EpXo5Cb+fIkNfLR6PwrpqEz442A+TUowKkxJnzTdjTaUBOzudWF1hSGmbpdfrccWSQiwp0Y1z5tFIRXxcWJef8lipQYYz55vZ+4U6GS6sy8dliwvwvxctgFIiZMPv+9xBLMhXwxWMwuoJ48MDwy2iejkKx+aCsdac13Z2Y3MrY9T7wzF82TyIMqMCFEXhhZuXIX+cXvJco5YK2fD7HlcQgUgce7tdyNcwRp9UyEcgEsPBXg/+vYep/k7TNHgTbMk23czkeh+NJ/Dazm62uBoAvH+gHw9cMB8X1uWNWQzvjtMqUajLrCJaWrkIj13dwN6vSba/XJBs3ZankeK5rZ04ZwGzLkhFfLbtXSb83jKpShRUybXL4gikpCFlKieqfalBjuVlo89RW6DGvm43ntvSibMWmPHQR01YUqzFHLMKh/s8aBv0Ixan2YjNfk+IbYH7dmMfHv+i9YTGNRav7+rGL94+CGfSU//ABfNx5dIifHBgAMU6GWoK1OiwBzAnd3Y21DJh3k+USRv1zc3NOOecc5CXlwedTsfeCARCemJxBlGglaLMIE/x1A/6wtDLRUz10THyaBMJGqEoicJJFwZ9Yby+sxttg37UF2nhS7YqOxqKopCnlsKgGDYSjQoxivUyKMQCzM9T4UCvB+VGBbQyIYQ8Hkr0MphUTCXdXI0UuWoJBrwR2H0RlBjkJPx+gnhCUfY7E0/QKe2tzppvhpDPS/GinFptwp2nVeCUaiNbxXiI0+fmoMJ0Yvm866pNuHFVyajHL6zLh0nJ9DgeKpTX7wnBrJaASv5/qCvG4X4v/vRxM/vaza2D2NI6uYrKmYw7EIVMJMDhfqZ20J8/acbtp5SzmzAVpvT15IoFfMQSCdz7RiMsjgDMKgm2tNqRq2Y2IcpNCrRYfdiwtxdfj+hrTVHD7bGyhV5XEP/Y3IHfvT9cDLLbGcSiIm1K1fuRXLWsCPwMdAOLBMNrjFwswBPXLsZdZ1QCANZUGvDbS2qhT7ZCK9HL0Gkfv67Oi193jfscF3iT0WQAUxzycL/3hNfJbKa2QIPGbje2ttlx33nz8NkRK5aX6zE3V4nD/V60D/pxTo0ZeywuAEAoEodczBj13Y4APj9iG9UOFxjdIvd4dAz62fD/HmcQDcVavLy9CxoZcw0z16zCvh43ivUy5GukWFNpYDu7ECbOpI36W265Bddffz20Wi2++OILXHrppfjxj388E2MjJLHbT54LqHQjG7TvdgRQoGOKpdl8YXQlf8DDsQQkQj4WJHdyj+bFbV14cmMbAMbLMXSR9+GBfli9s5NzmQ36Txev7uhGs9WHn53DeN91chEKtWN7CH9wRmVKuLZOLmLzDW9aXYq711cBADQyEUwqMVaVG1BXqIFRKUaeWgKJkA9/KAy7P2nUk/D7CfH794/g0sc2w+IIwBOMpvRALtTJcP835qUcr5OLcNniQqyrNuF764arNU/XvKco6pjtuJQSAbxh5rPtd4eQq5ZAJhagzeZDOJqAOxiFOxhNifDZY3FhV5dzWsaXjhyt/cZmG86cl4Nwst9zh90/pkcsXel1hfCv7RZsabNjVYUBOzodyEtGFlTlKNA04MP+HjesnjBomgZFATkq8ayt8SOZyfXe4Y/gtDkm9LkZj2SvK4g89fhtB7ONoXWgtkCDxSMigIr1crbWzpD+/+9zxjsbisbx4rbOWR7paPzhGFvQzx2MspvZ5UYFPjzQnxVG/UzN/TlmJT49bEWeWgq1TIhb15ahyqREoVaG9kE/2m1+XFSfj71Jox5gNksisQQszgBWlOuxv2d0MfS7X9k7YadPNJ7AnS/txudHbMl0CQq3ri1Dx2AAWhmzOaqWCZGnlqBYLwdFUfjnjUun5e+fCNl0nTlpo97j8eDyyy8Hj8dDTU0NHn/8cbz11lvTOqjm5masXLkSVVVVWLJkCQ4cODDqmM8//xxSqRR1dXXsLRjMzhBBk4nbfL1oPIG7/rV71M6cxRHA+/uzpxXEWHCt/bEIx5gcybFosfrw9t5eROMJdDuDKNRKQVEUgpE4znpkI1yBCPt51uar0Ziswh2MxPHPLR2IxRN4ZYcFA94Qmge8+ObfNuPZzR0AmIvc5oHRfbZngnTWfyaIxRP4xduj1zsA2NJmx4/PrEJVMsezQCtFwTihoUeHYQv4PNx+SjkApvXNUA6+RiZEjkqClRUGLMhX48K6PDavVCQSweEPJ8PvR3vqo/EEPjk0MLU/NEvpcgRw3YoSNHa74QpGoTkqkuL82rxxXzvSgz9b814i5CMSS+DjgwPodQWRq2KiNPZYXKgpULObE+0jCmz2OIPodqZvx4wT5Wjt91pcWFSsYXNTY3E6xROa7tAAvlGbh3cb+7C6Uo9EgqmUDTAtsZ7Y2IrKHAVommYNpjyNlJOUi5mc9w5/BCaVmN2c3t6RWg3+ZKXUMGzUm0wm+MMxPPTREYRjcQz6wintTGPxBL5osmHQN7t1eP77zX24/fmdcPoj8ISGjfp5eSp8cKAflVlg1M/U3JcI+aBBY90c5jf/nrPngMdjOgTkaZi1flmpHq02H3tNqJOL4ApEEI4msKxUx0YpjWRbu2PC9Zg2t9pRmoz4ax/0o8Qgh0TIx9+vX4Jq83Ck0/dOq2AjDI+1GT3dZNN15qR/mYaqBCqVSnR0dCAcDmNwcHqr5d5222249dZb0dTUhHvuuQfXX3/9mMdVV1djz5497E0qTc+8thMlGuXWS7a93YHtHU583pTa/qbZ6sWHB7LbqOda+2NxsNeD/3pzH+t5GMnTX7bhs8NWfHJoAN3OIPI1jPF3bo0Zly0uwK4uJ/vDOCdXiSPJRftgnxvv7O3D9c9sxw2rSjDojWBruwN3nlaBz49YQdM0nIHorBXXS2f9Z4Kv2x14Y9fojRqLI4A8tSTF+76m0oiG4hPrPKKViZCjGg77ri3QQJu84BfzKezsdKHEIGMrpA+xx+JCtzOIe15vTGmTeDLjDjAXm3PMKhzp98AViLChhZNlNud9LEHjZ2/sw+dNNqikAuSqJdjd5cLiEqYzhicURSAcYwvqDXjCaV1cc7Ic3U7Q6QthZ+dwKHr7oB+lBgUWJNNWMo2z55tx+ynl6HYGsarcgFyNhE0LKTMq8O/vrcbPz2ciSGzeMIwKMcqN8lEbt7PxPZ/OeU/TNDa3DLKGit0fYTczAGB3lwv1RaRzU7Fehs5BZpMuGo1ij8UFPo9CjzOIQV8kZe1vGvDhoY+a8EQygm+6OdLvZdt8AsCGvb3odQXhCcVw5rwc9LiCcI+IgJqXq4JIwGNTCTKZmVzzb1lThtUjiukOcd3KEggFFPg8CjyKwqAvArVMCJ2c6YpAAzCpJLAetd77wjH0uIJsQb3vvbiLfc4djOLn/07t5mJxBLCoSANPMIqDfR7My2UK4FWblSmdGr69rHhWjfkhsuk6c9JG/dq1a2G323HHHXegoaEBpaWluPDCC6dtQFarFTt27MDVV18NALjkkktgsVjQ0tIy5XOGw2F4PJ6UWybhdHIb6vjJYSv+dEUdXtluSXnc6Y+iKZkjk61wrf2x2N3lwndPLcet/9yJn73eyD4eTzBFT65YWoT2wQBC0TikImbhvGZFCVZXGPCfff2oMDK722IBH7FkFeTD/V7csrYMz9+8DBfXFyAaT6DfHUShToaqHCYHyxWIzFpoZjrrf6LQNI3/e/cgIrHhi+X39vWh1CCHOxBFq82H+5M/jjs6HaNCftdWGVFuPDEPxSlVRlwyThugW+sV+Pf3VkEpESI64oI+HIvjZ683otcVhFjAP+lboA2xo9OBJSVaVJgUaLb64ApEoZaJjv/CMZjNeW9xBPCtxQX43qkVoCgKuWopmga8aCjSotsZgDsYxfx8NRv+StM0sind+oZnt6fc/7plAP/axvzWJRI0aDDhqAvy1djaaodCMnb+dbrygzMqMcesRHGybsYdI9I8AKZQGkVRUMuEaLb6YFSKUVugwd6jUrLuenkPrnn66xk17qdz3r/T2IeHP27CQx8xXRyY9pxitl5Ah92PEn3mF1g7UYwKJi0PYPTf0eHE2fPN6HIEYPOG4Q3F2I2RAW8Ip88xjVsRfVOzDdYx6vNMlAO97pTaDp8cGsCOTicoAPlaKbqdqUZ9qUGO82pzp/x+6cRMrvkX1uVDMUbdiDlmFf5+3RIAQGWOEq/ssGCOWQmtTISOQT9UEgFyVGK25tLQdUCL1QeTUgy7LwynP4L39vUhHIvjoQ+PYGubPSWUH2BqV8zLU8MTimLAHWLTf9KFbLrOnLRR//vf/x56vR5XXXUV9uzZg48++ggPP/zwtA3IYrEgNzcXAgEzASmKQlFREbq6RhfraG1txaJFi7BkyRL87W9/G/ecDz74INRqNXsrLCyctvHOBmaz+fgHzSDNVh8airVsTuEQzkAEFkcw6wrqjIRr7cdidzKfdW+3C9csL8Hbd66GMxDB50es2NRsw44OB5aU6FBikLEX4iOpzFHio0MDY+ahHU72sh1JXzLXtiZfjWarD+7g7Hnq01H/E+H5rZ1sQZoPDgzgpW0WWL0h/Pzf+xGMxNHlCOCUKiM6HX78+ZNm7La4QNM09nV72P7T04lcLBjXy1FRnD9mmLHNG0aH3Y9uZwA3rynFf/b3Tfu4MpE9FhfqC7WQivgIxxJsu56pMJvzXiLkY0W5HresLQMA5GkkkIkEmGNWJcPvY6gr1KTk1fMoZMW67w/H2BZ+Q/goxngIx+LY0mZHcdLwm5enwkeHBtK20v2x4PEoPH/TMgDAZYvHvv7J10jx7r4+VOYok73NUyPAQtE4KkwKdDlmLvViuuY9TdN48esuvHDzcuzvcSMaT8Dpj0AnF0IvF6HfE4KAx+PEK5hujNTAbDZjb7cL59TkwpI06sUCHtvr3OYJo9KkgHucGisfHOjH243M70Gn3T/pYmqBSBw2bxh7LS5YHAF0O4PY0joInVyEfI1slKeez6Pwq4tqpvJnpx1cXeuYVExdibpCNZ7Y2IZLGwqhV4iwt9uNwmQtJqsnjFg8gcsf34JDfR40D3ixolyPQV8Ye7pdkAr5aB7w4c+ftuDZrzpG2QrdTqaSvTcUgzMQSen0kg5k03XmlBLDEokEent7QdM0VCrVmAb3TLNo0SJ0d3dj165dePPNN/HYY4/hlVdeGfPYe++9F263m71ZLJYxj0tXAoGZz198ZbsFPWPk0PnDMSjFAlAUBZVEwPa8BQBXIIq5uUpYHAFs73DgUF9qBITdF570op5uzIb2kyEYiePOl3YDYMKc1Emj4eL6fPz83wfw0cEBHOrzYGGhBkaFGB12P2RH7dAWaqUIROIpRr2AzxRG6XEFR120ugPMj6hJKYbVE4JMJBgVjjVTpJv+J8rm1kG829gLAHhzdzduWFWCAU8YHx0cwEMfHcGSEh2K9TJsa3eAR1FoKNai1eZHh92PUr18Vsc6nvY2bxihaAJ7LC40FGtnbS6kI05/hF03mwa8qMwZin7hoc8dgkY6tYuX2Zz3JQZ5ShqHWS1BjkoMs1qCPjfT37ihWIuDfR54QlEoJQLkqCTotPtHha5nGlZvGHGaTgk1b7P54AxE8PFBK/78STPWz8sBAMhEAvAoKmPbZx2vNVu+Ror9PW6sqTCAoiiIBbyUQlg0DVQkq+XPFNM17zvsAVTmKCAS8FBfpMUeiwv2pKfepJLgs8NWzJuldlmZwFBrw+Y+J/RyEcqNzObNoC+MMqMc7mAUPa4gBpIdMsa7rnP4I/iqhYnc+p+39sMdjCIYmXgHnWDSqP/o4AA+O2KFTMTHp4etKDHIka+VoifpqVdlWLTMROD6WmdRsRbXrSiGTi6CTi7G23t7sbLcALGAj2g8gZe2dYGiKPR7Qmi2+rCiTI9BXwR7LS6cMTcHX7YM4oy5JnTY/cjXSGH1hnDenzfhDx8cQTASh0oiTKZvTn2ze6bgWvvpZNJG/bPPPguNRoOamho0NDSgoaEBixcvnrYBFRYWoq+vD7EYk79H0zS6urpQVFSUcpxKpYJazXiuCgoKcOWVV2LTpk1jnlMsFkOlUqXcMonZSBd4Y3c3/rNvtMetxepjjb8qszIl3N4ZiGBZqR5HBrz433cOYmtbagXJO17cjeYZvACYDdItVeNgnwc9riAGfeGUdh9nzTfjPz9Yg15XCB32AEr0MlAUBX8khoKjKqQL+DzMNStRPMJINCrFGExuwoxswyUTC+CPxEBRFEwqJkxPmWyD9cjHTWO2wptO0k3/EyUQieNwP/MdisQSKNbL0esKwqQU4+9fdeDcGjOKdDI8t7UTZ8zNwbJSHba22UEBKZ/LbDBS+5HXcFZvGCV6Gba02pGvkUI2os/xycZfPm3BHS/ugsMfQSTZTQIAVpTr8dbuninn1M/mvH/0ynrIRMMXyQa5GGurjBAJeIglmOJpK8r12NftRrcjiDyNFIU6Ga5/Zjv+8unU0+LSAZs3jNp8NQ6O2JC2OALIVUtwoNeN+86fh5XlBva5BXkq5I/TcSLTWZCvxh3rKth1ZkGems1vDkXjEAt5qDAq0GKb/t90ezL8e6rzfmThVwDY2mbHimS60ilVRnxxxMakw0iFyFGJ8eLXXTilOnuKY50o+VqmMOKru/vx7eXFKNBKYXEEYfOGUW5UoM3mx09e3QurN8x6dkcy5EyIxBKQifhwBSIY8ITg8Edww7Pb2M2/aDyBSCyBc/60Cb2uIHzhWEonjUAkDpsvjF5XELu7XFBJhFBKhCjWy9joEc8IZ0Y2wfW1jkkpwd1nVgMAlpfp8O87VmFFOfMdogFsbXPg28uKYPOE0Wn3o6FYC7svgoO9HpwxLwdftQzi3JpcPHvDUsjFAhzo8eD82jzs7XalvI/DH4FmimlpMwXX2k8nkzbq//d//xfbt2+H3W6HzWaDzWaD1WqdtgGZTCYsWrQIzz//PADg9ddfR0FBASoqUvPA+vr6kEgwIR5erxfvvPMO6uvrp20c6URe3vgVk49FKBrHXz8b+6IrFk+wC20iQYPPo0b1Hv7t+4dxuN/DVqeszlHiSL8XiQQNf5gJo7mgLg//2NyBSpMSPc5hT787EEVjt2tGd/Vng6lqP1Ps63ahzCDHF0dsKRVfKYqCXCxAgqaZVj1Jb3uRTobCMTxLL96yPCW02qiQoLHbDfNRLX5Se51L0O0Msq97a3cPPjs8fd/9sUg3/U+EUDQOiYCPEr0ch/o8kAj5yFGJsa/HjQX5avzvhQtQYVKiSC9DjzOINVUGLC/T4/MjVtZbOJuM1F4rF8HmDeP1nd2wesNYXKJDvycEnVyEBfnqlOJGJwM0TeNgrwcddj/++9y5+M1/DqW0r7uoPh8WRzDlsckwm/P+6BBkHo/C/d+Yz973h2NQiARYUqLDb94/jAqTApcvLsTbd6zGkQEPOu3+lJoLmYTNG8YpVUYcHFEATygSI18rxVctg6NSlG5cXYq6Qs0sj3J2WJCvTgnNX1yiw/YOxuBi2r9JZ8xTf8Oz20HT9KTnvScURSJB4/4NB1LSQ75us7OV7Wvy1djf6wZNM9c5OUoJBn1h1Gfp5zgVctUS9LpCsIZ4WFighkTIRyDKVL8vMyjQbPWiacAHqzcE4xjpWh8fHGB/A+bmqtBq86HfHWJTNIeiua5/Zhv63Ew04M//vR/vNvbiryM2BoPROAa9YbiCUezucqJAK0W1WYkSvZzt1OE+qlVotpBO1zpiAR+GEZ8zBaY4XrFeDpsvjFicRq5GCpsvjEg8gTKDHNvaHSgxyFFtVsKgEGOPxYUCLbMBPPJaMx27h6ST9ifKpJU1GAyorq6eibGwPP7443j88cdRVVWF3/zmN3jmmWcAADfffDM2bNgAgDH2a2pqsHDhQixfvhzr16/HDTfcMKPj4oqp7iJZHAG80zh2vuurO7vx/75gepF2OgKoNCkhFwvY1hU9riCe/aoDz2/tQlUypLQqWUjjyie34hdvH0AklkC5UYEXb1mO/7t4AXpH5OB93mTFRfX5s9b6bKZItx28fT0enFeTi08PW8fMiedRQCSeYNtjlejlKNSN9izJjwrJN6nE2NRsQ3VOakiiUSlGrpp5vUoqQJc9AI1MhEAkjqocJTY1DyKRoPHtp7aOm2d3IqSb/lOh0+5H84CXjXo5ba4JT2xsQ4VJgRyVBHu6XMjTSHHVMiYayagQ49a1ZVBJhNDIRHjquiW4YmnRcd5l+hmp/bxcFba02ZluC64glpRokadh2iQuLNCgsfvkMuq/bBnEHz88gh+dWYXFJTo0W32YkzscAaaSCPE/58+FUTm1qszpMu8FPAqROBO9c82KYtyxrgIX1+dDKxdBLRPi9lPK8dyWTlz5xFZ02kfX70h3bN4QGkp0sCTzxKPxBOhEHAVaGfyReEplZoDpDpGNBsVY1Bdp2Potva4QcjVS6BViOMcpkgZMvc5Cpz0Amy886Xn/p4+bsdvixIAnhM4Ruf7uYJStFcLjUdBIhWwV9yK9DN9YmDfrkU/pTK6a8dTHYjF2k6/CqMDhfi/0ChGaBnxwByMY8IQhEvDA51EpG3mH+j3odzNRe0U6GQ73e+EJxWD3RWD3h9HtDCAQiWFnpxM9ziCWleqQq5bima864AsPF+ILRmJI0DSo5JgKdTLcd948zE2urTSQtUZ9uqz5Y6GTi2BQiNkUTBqAXMTHwV43inUyFGilCMcSbIqgQSnC3m4X8rVSrK00pH0dknTWfrJM2qi/6KKL8Mgjj8Bqtc5YNfnq6mps2bIFTU1N2LFjB2pqmEIYTz31FC644AIAwB133IEDBw5g7969OHDgAB544IGsLXri803NMO5yBEYVK/n8iBXPb+1k+5jH4gk0drtQk6/G/d+Yh/979xA+ONCP9/f346dnV+PIgJcN0y7QSvGzs+fghZuXYdCX+sMuEfIRjg4v8l+3O3DdyhI0Z3h1/KlqP1M4/GHUF2mxsdk2plGfq5amXFh9b10FVo0IHx0Pk1KMTc2DqDanpqYYFWLWe09RFPzhGDQyIdRSIdbNMSEci+O5rZ2IxBJ4Y1f3Cf51o0k3/afCpuZB/OXTFhzs86DKrMSKMj0+PjSAyhwlcpQS7OtxI3dEhARFUfjp2XM4HDHDSO3n5anw/JZOyER8bG2zM4UYk+tCXaEmpWLxsXhqU1vGenUBxkM/4Alhe4cTd55eifl5TArYT86sxrqjwnm/vax4lFE4UdJl3ptUYrYopk4uwtJSXcrvbG2BBru6nLB6w2idgbDs6ebo30OrN4wclRhDj7y3rw/lGj7yNdKU/sknIxIhk0sbTzDRX/kaZo1SS4W48omto/Kqv2oZxG3P7Zz0+4RjcbiDUXTZA5Oe9/3uEPrcIVi9YXQmPfWxeAJ8Xuql7ZpKIztvq3KU+J/z5k56nNlMvkaKFqsPQmp4bb5+ZQkEPAoqqRAtVi8airVsjQWtTIQuRwB97iAT9UnT6HEFmcLWOhm2tztQqJOixxVEIsFUP+93h5haLElj77qVJVhepke5SYHe5IZAIBKHXCwARTG/OYU6GcxqCfjJDZjT5pjw+REbpFNcV9OZdFnzxyJHJcHCQjWMSjEsziAkQqbIZCiaQF0Rs9GZr5Gy7XANcjH2Jj316+eZcedplQCYa5t4GtbZSmftJ8ukjfr//u//xt133w2z2QytVguNRgOtlvT6nEmmWq2/yxGAViaC1RvG81s78ev3DuGTQ1bs6nSiyxHAeTW52NrmwJF+L+bmqqBXiPHktYtxqM+DDw/048qlRfj9pbWs15eiKKysMLC9so/13bR6QqgwKtiqqZkKl50S3tjVjaaB4U2RYNJzVKiTIRCJp+TED1Gkk7HVmgHGIz8Rj4RJKUGXIzCq8v0cswoLCzTsfY1MCK1MiHl5Kiwv0+OBC+ZjY5MNj13dgE9nIBQ/0zpVjIXVG0Zjtwtv7OrGumojU228TI+qHAVUUgFo0Gw0RDoxUvt5eSps63DgyqVF2NfjRrFejv939SIAzBwTC3lw+iPwhWMY9I1dOC8aT+BPHzcf09OXToxVDKrZ6sOtz+3Ewd7hXrsAsLLCMK1GYLrM+1y1FILjrB//d3EN/ue8uWizjfbU//q9QzM1tClx23M70T0iTWyoL7tUxEevK4jXdnbjB2fNx/w8Fc6YS3Kul5fpcdljm/HUl21sStcjV9RjTq4SbSPC3WmaxmNftCIYjSEQmVx9jUEfUw27yxGY9LzvczPGIp+i0GEPIJGg0ecOsRsQQ6ypMqREoWWrA2iq5Gok2NbhQFWejn2sSC/DP25cCpVEgKYBH9ZWGdl8eq1chGe/6sDrO7vRPujHslI9mq0+aKRCxqjvcGJergotVh/m5TFdNPrdIRgUImxptSNPw6RyPHDBfCwsULMt0ALROPI1UhiVYnz/tEqsKk9t43r18mI8fk1DVn5+6bLmj8X6eTk4fW4OJEI+Oux+5CWvVwwKERYWaEBRFP74rYXs8QalCP5IHAa5GHwexdZAUKZpgcN01n6yTNqoTyQS7C0ej7P/EmaOwcGp9YHutAdwSrURHxzox7Z2xnhvG2Qq+8YTNObmqtDp8DO78MniPxIhH3edUYWXb1sBiZCPC+vyxzy3Xi5C5CiPm1jIYyud0jQT9sajKDbXLZ6g8a9ts98p4USYqvbTwfv7+/E/b+1nL5IO9jGGRIFWilKDfMy8pIocBSpNkzcujEomtEp7VKuRmgI1zl4w3O7DpJRAIxPh+6dXotQgR4FWhqevXwK9Qgy1VAhvaHpD8LnUf7qweUP4yVlz8JOzqqFMFjf80xX1mGNWgaIo5KgkyNOMLj7ENSO1V0mEWFSkwcX1+VBLReDzKIgFw96SM+fl4KODA3h7by++8/zOMaui7+hwIk7To6J80pXvvbiLNeyHenNbHAFYHEwo6UzmBabLvM9RSaCSHvtCbG6uCgvy1Sk5zXstLgQjcTyxsS3lcS5xBSLocQaxs9PJfq7OQBRamQglehne3N2D9fNy4HLYUWZU4OL6Ao5HzD23nVKO17+zEmfMzUGJYXgTeVGRFrs6nez3wuoNo0Arxdnzzfiyefy5+05j76guOzZvGIuKtEy19WPM+0gsgac2teHmf+zAj1/di15XEJ5QDG2DfpQbFehxBfGtx7dgj8WFoqM2vE1KCf73ogVTkeCkQC8XocXqg1qQuiGTp5FCJRXCHYxiXbUJC5NtVfVyET45NIAeVwgH+zyYn6eCwx+BTiGCRiaEJxjF3FwVmq0+1BVqGE+9J4QlJTrs7HSm/N6tLDfg2c0d+PeeHoSjCRTqpMhVS6GWCVkH0khWVRw/8jATSZc1fywWFmrYEHoeRbEbfLeuLUdpcl1YXja8AaOXi1GgkY5yKKkkQujSrEgekN7aT5b0qlZAGJNgcHSruWMx1HO31xXEqnID/vpZC25eU4r183JQpJOBz+OBR1HI1UjQ5wrBE4pNukVIuUkxKq8pTy1FrzuIaDzBhkv97Jw5+NU7B/Hp4QH85dNm/OHDI4gnaPz41b1p58UZi8lqP50kaBpnzsvBjmSxov09bixIFrH561WLxnzNqVVGXLO8eNLvZVCIUoz38TAqxdCOsyjPzVWxld2nCy71ny4GfRGcvcCMhuJhL4hUNGwQ56olowoUpgNHa//q7StRZlRg7hitoE6pMuLLlkHs63Fjfp4a7x/oH3XM50esOK8mF44M8dTv6HCi28lUaD79oS/wq3cOossRwA9Or8R5tbkz+t7pMu9z1ZIJ5a+aVRI2pxYAfvjyHhzodaMmX40Px5gLswHTenHY4bC9w4krlxVhc+sgLntsC2iaZrt9lOjleH1XN+oLtWmjfbowlA40stvKomIt3tjVg/UPb0QiQcPiCKBAK8MZ83LwwYGBlNfHEzS7yffJISv2dLlSnrd5w2go1qLLHjim9p8eHoA7GMXj1zTgtDkmfHigH2aVBI3drmT7xSA67H68ssOCEn1mth3kCoqiYFKKoRePTo1SSQQQ8ilU5yjxo2R1dK1MBAGfB5s3hFabH5UmJTQyIfRyEROCr5dhjlmFVqsPVTlKDPrC6HMzRn0sTsMgH641UqiT4VcXLcChPubawaSUpKSjnSxkyrpjVIhZo/682twxoyYMSvGYXUJUUmHaVb4HMkf7iTBpo57H44HP56fcdDodzjvvPHR0dMzAEAnFxZMz0s55ZBMCkRjiCRqVOQrIRALU5Ktx2eIC/OjMapQZ5SjQSpGvYYxwCpMPRys3KkYZd0wblEBK9fUKkwJ//fYivLevHwqxAOfX5mFHhwN8ikJbBuRgTlb7qfLhgX5saraNenx5mZ5tFbivh7lIBjBuqC9FUVMqACTg8/DLC4/vyZibqxqz8B7znBKH+savr9E84MW/9/SwF9MTYbb0nwm6nQF8mSwkyD/GZ/LktYtTvN7pwtHa83kU+DwKz96wdNSxGpkIrmAUva4grllRzG5EjaTF6sOqCgPs/uP3tW+xevH81s6pD34a8ISiaOx2Y3u7A9evLEGrzYcuRwCnVhvx7WUzOy/TZd4zRv3xL8J4PIrNS08kaFicTJHWq5YVjWp1Olv8a1sX2zMbALa123HJogJsbBpEhz0Ahz/CjrnMyLSWnJOrTBvt05k8tQSBSAyLirRo7HHD4gygUCdDrloKVyCSEoL/xq5uvLWnBwBT0+Do2guDvjAqTAq4gtFjat9q8+OUKiP4PAqLirTY1DyIQp0U/e4wTCox9HIx7jt/HjY1D46ZmkY4NrlqKRqqS0Y9rpIIYVJKUq4rdHIRFpdokaCB9kE/Sgwy5Kml0CeN9SKdDHNzlXAEIjAoRIglaPS7Q1haqkOeRjLqGkWTjAYAaFy8KH/GN03TkUxZd0wq8XEL3+UoxfjuqRWjHldJBNDJ06/IYaZoPxEmbdT/8pe/xH333Yeuri50dXXh/vvvx3e+8x2cddZZuO2222ZijCc9/f0T83TstbjgDkThDETwu/ePQMjnocwgx8OX14GiKLZNxYJ8NapylFBLhXAFophKelJ9kQZnHNVmqzJHiRarD532QEpet0TIxx8uW4ib15ShwqTAhr29mJ+vOmZOfrowUe1PlCP9XhzuG/ZyM54NCnNzVdjf68G/9/TA6g2ntBnhgquWFWHOUcX0hpibqzq2UW/1YXeXCx8eHMCGvb0AgJe2dWFPMp9uLGZL/5mgsduNt/b0HPf7pZSk348cML72421QlOhloGmgVC9HxxiV0GkwkR4TCb9vHvBxGrYdjsWRp5GisduFLW12rCjXQysXYX+Pm92wnEnSZd6XGRUTLiomFwvQ7QwwvayVEry7rw/VZiU0MhGs3tBxX+/wR9gosxNhr8WFfd1uuINR9HuG37d90I9KkwK//uYCXLuiGDs6ndAn041KDQrUFmgg5PPSRvt0hqIovPW9VbhmRTE+PjgAiyOIwqRn7qz5ZnwwIjqjxxXEgWTLQAGPl2LU231hpq5BskvEkPZjtc3rGPSzob45KjEO93thVklhUIhgUkrwx28txAUL85CvkY678UwYnztPqwACozdjVVLhqEiymgI1GxHoC0WhlDDH6JItcP/v4hoU6WRQS4XQK8SYl6fCp4etqDYrcfUYkYRMiD/zu6CSCCETpWfu9UySKevO1cuLUZkzukjzSAR8HtvjfiQqiXBUimc6kCnaT4RJG/VvvfUWHnjgAeTn5yM/Px8///nP8cEHH+D73/8+enp6ZmKMJz3h8NierZEXQKFoHFc//TWarV5ctawIPIrCr79ZAwGfN6qv7jdqc3HFkkJQFMXkQU3hS2ZQiHFKlTHlsWqzEof7veh0pBr1I6kwKfDevj7MzxvbMEw3xtN+uhnwhlJyDZ2BCLQyYdIroYHDH8GT1zbMylimilklQavND1dgbKPN5g2jzx1Ei9WHI8kw/a1t9pQLwKOZLf1nggFPCPu63WC6vGYek9V+eZkeNflq8HgUKAy3t/rzJ834us3OhGcqRHBMwFPf6w7BF5pcwa3pxBNkvJDbOxzY0+VClUmJmnw1+twhtnDoTJJO8/7o9pfj8dOzqnHP643otPtx1nwzbN4wyg0KnDE3B89v6cS/k95afziGXV2jjYenv2w7Zj72RNnf60Zjj4sx6kekBAzVeTltTg7KjHJ8eGAAVcniaTq5CH+/fgmA9NI+naEoCrX5asZTnwy/B4DT5pqwacTnaPWG0TTghT8cg0klZr/Xv//gMK58cis2NtlgVIrBoygEgiEEI3H86NW9o97PPuJahaIolBnlyFUzodo5KjEMCjEoisJLtyxPy8indGdlhQGx6OjfbrGAh5+dk9qNxaAQo75IC41MiFhynT+3JhcLkt1AdMkwfJ1MBINChKuWFiGWYFrt3rymbNR7HN096WQkU9adJSW6KXd1WVmhx9pK4/EPnGUyRfuJMOmrE6/XC5ttOEzYZrPB62Uu0IXC9PQ4ZTplZaMXQQD43gu72f66m1sHIeLz8MlhK8oMCvz8G/PGNdZHhmgrxAKYp6nytkEhht0Xxv5uN3uxdDRDYXZHe3s3tw7intca2cI76cJ42p8I4Vgch/tTPdpWTzjlAtQ6wntx1xlVuGFVadpfqFAUhR+fWY1bn9uJSCwBmzeMe15rZJ+3ecPo94TR6wqiKzlv3cEo68UZi5nQfzoZK41gyJgd8IQRiMbSMtxsIkxW+7Pnm3HHaUzIXblJgRarD75wDG/t7sHDHzeh0qSEXi6G3RdJyXUeiz4Xk8s+23Q7A6BpGp5QFFqZEA9cMB/3nFMNHo9CTb4aBWPkCc4E6T7vx6JQJ0N9oRYfHhzAwkI16go1UMuEOLWaqbfwxi7GqN/b7cI9rzWO+u60D/pTPOtTxReKwRWIphj14Vg8ZTOmRC/HJ4cHUjxOiuTmRSZqzxU8HoUCrRSN3W4Ykl5ag0IMhz+CRIJGJJbAYLIlYpcjgCIdY/gnEjQO93nxxDWLsavLCYOCMf405gLY/WF0jhHpA6SmCc7LVcGsliBXI0WOatiTXETy6afMWHOfoigsKdGNcTTTCm9oM6ehWMteswzBbOSKUaiTsZtmxyYzN8Cng5Nh3SnQylCoS7/vZzZpP2mj/u6778bChQtx00034aabbkJ9fT1++MMfwufzYdWqVTMxxpOerq7RFeND0Ti+ahlEpz2A+/+9H3/4oAk3rynDBwf6x/WSj0WeRoK8aSxKwqMo9HtC7EJ/NHq5CKdUGZO9SCkkEjSCkTj+8kkLqsxKPMdxHu3RjKX9VEgkaDz8URMA4ECvB3/7rDXl+XiCTunfbfOGYVJyG2o/FZaW6nBxfT7e2tODz45Y8dGhAbgDTEX8QV8YoGkMeMLwhWNMrjlFwSAfPzx3uvSfKW5/frgvcygaR4vVh5v+sR0A09bxtGoTTMrMLPozWe15PIrdwb9gYR5+859DuPqpr3H3mVVosfpQlaOAViaEwx/BhY9+dcx+9X2e0KRbY00H//3mfuzrccMTjEIlEaK2QMMWOJyfp8aVS4tmZRzpPu/HY3mZHv/e04MCrQyv3LYCAOPpf+O7q9jWeN2OIPg8Cl+3O1Je2zEYSNnYHOLeN/axG2Vj0TzgxW/fP8ze94VjcPojiCVoOJNRQxZHMCUku8QghysQHXPzOVO154r183KQoOkUg1sq5OOZzR14clMb4gkaRgXTt7pYL0OuRoJeNxOVVmKQ4zeX1EIs4MOkkqCxqQt2XwSuQDQl4ssdjI5qh3Xn6ZVYVWHA/5w3d1wnAmFyTHbu52mkKDOMX7/g6uXFkCeLws5PevGPTQbkZM4QZN3hjmzSftJG/W233YYPP/wQdXV1qKurw/vvv4/bb78dCoUCjz766EyM8aQnFht9cbujw4n5eSpYnAF0OQL45YXzsX5eDtps/kntVOdrZNOaI1qkl2FN5fgtRyiKwjPJHVuFmA9fJIaDfR6sqtBjXbURPc70qkI5lvZTwRWMsgWjOu3+cT0RQ1i9YbYnbKbxzUX5eHNXD97b14cfnF6J9w/0AWDCJ41KMdMdgaLQ6w4iVyPBwkLNuN766dJ/JghF4/jw4ACs3hC8oSgue2wLtrbZ0WL1oc3mgycUxfp55uPmn6UrJ6L9gnw1nrlhKV69fQXOr83D1cuLsSBfDQGfhy5HAE1W76iCWSMJR+PgcdCL2BeO4d97euEJxdjeukNIReO3+Jxu0nneH4tFxRq4AlEUaKVjtvyjaaaI3g9Or2Tragw9LhTwxjTqPz40gF7X+L8L+3rceLexj73vDcXgDETBo8DWbekY9Ke0ZFOIBWz49tFkqvZcsbJcj0saUtv/zc1V4e9ftqNpgIninJenwv/7ohXVZhVqCzT45JCVrQ/zrcVMj2izSgKrLwy7n4lS67QH8EWTDQ9sOIBWmw9lhtR1VCEWgM+jTsr865lisnP/nAVmfHPR+GviNxcVTLgI88lrzjOQdYc7skn7Ka2GCxYswIIFpOfnbFFRkVpFkqZpvLrTgutWlmCPxQWxgI/FJTrE4gloZUIYJ1FM7da1ZRBPY7/lG1eVQiM7drjx0CKvlAjhDcXQZvOhzKiATi6CY5x8bK44WvupMugLIxBhQo47BpliUkPEE0xbJRGfh0AkBplIAKs3NG7IW7ojFvDx47Oq8cjHTbhscQHufnkvEjQTrWBWS9Bq80GjkmCPxYUKowKVJgUO9Hqwrto06lzTpf9087v3D+Oi+nyopUI0WtwwqcQ42McUNPzVRQvw8nYLAGD1MTa40p3p0H4o5PmuM6rYx2IJplXjoT7PuEUXuUIjFaJpwIuFhZqUFl6zTbrO++MhEwlwUX3+mL9BGpkIzkAUXY4Abl5ThpeS3xGASVWZl6uEzZua2+gLxzDoC6PD7h83bLNpwAezWsIa7v5wDK5ABBQFtkhlh92Pubmpc+3Fm5ePaXBkqvZcIRbwcfsp5SmPLSzUoN8TQq8rCAGPwo2rSnH9yhII+DwoxHzc/cpenFuTWuE8RyWGJarDoC+ChiItjgx48eYuptDollY7lpZm5u9hJjHZuT+d7cn4PGrMjcCTBbLucEc2aT/hb9CVV14JAKivr8eiRYtG3QgzR1tbW8r913Z2Y45ZhXVzTNjUbGM9EAI+D7+5pHZS7emkIv6UWqCNR6FONuFq3kqJAN5QFG2DfpQZ5VBJhPAE02vH7Gjtp8qgLwx/Mpy4yxHAvFwVG1446GOq2udpJPjW41vw/v5+tNv8x20bks40FGvxzxuXQiYS4K/fXoSPDjK9i80qCfLUUhTpZPjH5g4sLNSgIkeBZuvY/e2nS/8h9h6j0v5keGlbFzY22XBuTS72WFxos/nxjdpcuINRnFJlxMFjdAHIFKZb+yHMKgluWFXK9iU+2jsbiydAUdSUunIcj067H/t73Oz9A71uOP2pG4lmFWMgqqTceQBnSvvZ4A+XLRzzNyVXzfSy94ZiUEuFyNdI2Zow7cnK5kdH2XcM+lGTrz5mJ4Q2mw/XryzBxmRLUF84hkg8AZpmCnD5wzG02nxs5fQhjq7ozZ4vg7VPF9ZWGvDAN+YjnqChkYnA41EQJDf4ygyKlEr2Q+SoJDjSNQC7L4KGYi3+9HEzrlhaiBKDHO829qGhWMvFn3JSweXc10iFkE2xAFs2QNYd7sgm7Sd81fLjH/8YAPDII4+wjzmdTnR3d6OmpmbaB0YYJpFIIBCJgQIFqYiPxm43bj+1HAqxgKkwbBz+cTxrvpnDkU6OIU99p92PEr2c6XWcZn3uEonpKdw36IsgmPTUu4NRLCzQ4D/7+6GXi2BOVu8tNchhUIjxwtedEPF5s9I6ayYZ2lwa6m8+5KkPxxJYVKyFSSVBfZEWNE2P8tANcbT+4VgcB3s9qC+a2gXeff/ejw13rAZN0+h2BqdUtIVpvZXA23t7cfeZ1fjn5g7wKOCaFcVw+qOgKApmlQTB4xSDS3ema+4fzZPXLoaQT+GpTW2IxhM4508b8flP1kEtZTYDrcl6EgMnWDTNF46xxc+G+LJlEAPuEBbkM/mdT2xsQ7lRge+fXol4gskLLjHIsavTiZVjtOSZLWZKey7JUUtSPtM1lQZ80WSDVibCY1+04mfnzMHWttQ8+/ZBP9ZVm9BmGzbqu+wBdDr8WJOsohyNJ7C4RIs/ftDE3ucli8HmqiXocwfR7QxOeD3NRu1nG4qiIBJQKDcqIBOlGmo8HoW6Iu2YRr3dH4PcF8Y5Nbl4bWc3zq/NA59HweoJn9Re3NmCy7mvlgqPWWcl2yHrDndkk/YTXiUbGph2Wg8++CAWLlyIhoYG3HXXXfjDH/6ATz75ZMYGeLLT2O3CZrsEf/+yHf/azhRzsPvDbH/dQp0M5abMzNkd8tSHookxW2R8fHAAB3rdKY+12XzJHu6zQ3V19bScxz4i/B4ASgwy/Pb9w/jkkBV97hByVBJcWJeP204ph0YmGpWjmOksyFNDLRNiUbEWayoNWFdtYvvcMl7ZsTd0jtZ/V6cLv3v/yJTGQNM0Wq3M/OmwB/Bfb+6b0nnabD6cPd+Mvd1ulBvlEAt52G1xodqswhnzcgAAa6qMMGdoTYQhpmvuH41UxIeAz0MsQaNj0A+jUowXvx4uVNPnDrEG2FQ3+QKRGC7+61ejXm9xBNFhD7D3nYEovm63I56g4Q1FoZYKUaKXY2+3m91k4IKZ0p5LzCoJ2gf9kAiZy47T5pjwn/19+Nf2Lrx6+wqsqjBAKuKnFEhsH/RjTaUBXY4AXtluAU3TuPOlXfjXNgv++OER3PHiLkhFfBgVYth8wxuDwUgcKokQa6uM+MunLaMMyGORjdpzRVWOcsyCrw9+swYVxtTrFr1chJhACrs/ggqTAm/fuRp8HoXT5phwz9nkM5kNuJz7GpkQEtHJ66kn6w53ZJP2k976HBgYgEajwXvvvYcLL7wQzc3NePPNN2dibAQwvd8/auzCjk4nGrsZAzcSGzaCV5TrUW7MXKPeHWQKGg0xMuT2jd3d2NmZ2s/41+8dQsdxisxNJ0eOTM2APJpBXxgKsQC+cAxysQAVJgXWz82BzRdGi9WHyhEbM7+/tBbnLMiciIuJsLRUB7NKgnKjAsvKRntAc1TilDoDAPDXz1pw+PDhlMd2djrQYfcfsxr2eISiCfgjcbiDUWxqtsE/xZZpbTY/zpiXA51chFy1FOfW5KJpwJviFT5zXg5uWlM6pfOnC9M198ejSCfDx4esuGl1KXZ0ONje5X3uIHLVEkhFguNGO7y6wzJmG0y7L4JWm49dM4ewOANwJMPte1xB5GukWFyswx6LE85AFBqZECUGGQZ9Yag4NOpnWnsuMKskeP7rTqxIfv8lQj5WlhswL1fF/p7lqiR47PNWOP0R/PDlPXh5uwUVJgW6HAH86ZNmDHjCmJurwh8uW4g8jRT3nD0Hd55WyUYFDW3iyMV8qKVCrK4woNXmwylVE++NnI3ac8VF9Xm4eNHoDep8jXRUigaPR8Hp8SY7TwhYz7xMJEAlqW4/K3A599UyEWTCk7foIVl3uCObtJ+0UR+NMu2pNm7ciPXr10MoFILPn97dtebmZqxcuRJVVVVYsmQJDhw4MOZxTz/9NCorK1FeXo5bbrmFHVs2IRbwIeIzRdScYxSRu/ecuZx6lE4ElUSIfd2elBBoiqIQiyeQSNBoHvCNyqV0+CPY3+vB01+2p12o/rGw+yLJnNIgDAoR5uep8btLawGAKRg2ooiTRMifVF2ETGBFuR4/XF817vMVJiWaB1KroT/+RSu6PamGd2O3O9nlYfzK6ePhCjLfH5svjK1tdogFU1u3Wm3MJsyjV9WDz6NwxtycUVXRJUI+ctWZnT4x09QXafDqDgvmmFV45Io6/O2zFgBAnyuEXLWU2QQLjb/xEorG8cCGA2P2Nnf4IzinJhdv7u5JeTwYibOFQXd0OLCkRIulpTrs7HTCFYhAK2M89QA4LZSXjeRpJNDKRLhqWTH72O2nlONHZw57Sa5ZUYwyowLX/n0b8jQSvHTLcmhkIrx863Ksm2PE1+12FOllkIr4uHJpEQp1MrYAXo5KjAEPszGolYmglgpBURQeu7oBaydh1BOmD5lIMKnrkwqdCO2D/qz7/SMcH7VUOCpVg0AgTI5JG/ULFizAOeecg3feeQennXYaAoHAtC/At912G2699VY0NTXhnnvuwfXXXz/qmPb2dtx3333YtGkTWlpaMDAwgCeeeGJax5EuXLi4DCvL9VBJhGzP72xAKRFgc+sgFhZo2Mc0UiHcwSgO93txSpUR3Ue1uPOH4/i6zY7f/ufwMYsnTRfTFn7vj6BAK0WvK8Re5FAUBZVEgAFPaFTubzYyVAl9LCpNTLG8QV8YNE3DFYhAIuTDEmM8NNHkRk8knsCyUj12T6HgnSsQhVTIh83LpEIc7wKi1ebD4IiQ3u+9uAv2ZCXuIr0MK8uZyvYSIR//de7cSY8n3ZnpkLT6Qi3aBv2oMCmglAjZImm9SU+9UiKA96hoiic2tuJQsgjhJ4esyFFJYHGMbnfm8EewvEzPto60+8L4qmUQAHPx6ApE8MGBfpxSZcTCQg32WFxwBaJQy0SQiwXI10jZMHEuyKZwwCH0CjFeu30F+CM8tEdXvC7Wy3FRfT7uPrMKt59SzrZn1SvEKDUo8EWTDUXj1MGoMCnZgpsamQjqZKHDAq3smGvP0WSj9pnCjactgJQYdpzB5dyfa1aipmAiveyzE7LucEc2aT/pq5Znn30Wt912Gz777DPIZDI4nU48+OCD0zYgq9WKHTt24OqrrwYAXHLJJbBYLGhpaUk57rXXXsMFF1wAs9kMiqJw++2346WXXhrznOFwGB6PJ+WWScyVenDdyhLUFqjxdfvUPYzphlIixOF+L2pHLORaOdP2aLfFiaWlulH583kaCd7b14f6Is2o0PyZ4ETDchIJGru6nEgkaKikQvS5gymeizKjAnr5xFsQZiuVOQo0W3246dntONDrQac9gIsX5ePTfV1wB5ge8M1WH6pylFhSosVnh62Tfg9XIIpykxyN3e7jdhYIx+K49/V9+O1/mPD/A71ufHrIik5HANE4nTXfwWMx0yFpxXoZVpTpIU9uaEmFTD71gCcEs1qS4qn3hWN48esufNFkw7+2Mfn3Hx7sx01rSmFxBkad2+6PQC8XQcjnIRyLY1eXC//z1n5IRXwU6+XY1u6AgMeDXiGGQiyAPxyHMxCBJvnd/P7pFZx6C7MpHHAkE9V0XbVpVBeVUoMMG5sGUawbOz++0qRA04APAAWtTDjl9Ils1T4TiDt72Ag2wuzD5dyvzFFi+RipeScLZN3hjmzSftJGvUQiwUUXXYTSUiZfND8/H2efffa0DchisSA3NxcCAXOhR1EUioqK0NXVlXJcV1cXiouHw/hKSkpGHTPEgw8+CLVazd4KCwunbbyzwVAhsbpCDT45ZIVxjMIzmYhSIoBSLGDDXQGmWIozEEGXI4DiZEX8oYqo0XgCQj4PZUYFfnp2NZuDm8488PYB/PLtgxj0hSETCdDnDqWE9ZYbFZiXl169urnArJLgYK8HkTiNf+/pQacjgOocJYR8Cq/t6kar1YePDw2gIVk1v0gvw6ZkC6uR7Ot2sznTR+MORlBpUmJLmx2VJgUoavxCbK/u6MaVywpBgynW9eqObtywqgQ9ztFeYcLUoCgKL9y8jL1fapCjfdDP1gwZqkEBAH/+pBnhWBxPXrsYbYN+ROMJtovE0dE8AODwh6GTizDHrERTvw+ddj9UUiEKtTLUFKjw1KZ23Li6NOW9d3U5oU32Xb58SdEM//WEyVKil2PQFx7XU1+Zo0BjtwsyER/lJsWUOlsQuGd+3snrrSUQCIQT4aToEXLvvffC7XazN4vFwvWQJsVQaMj8PDU2NttgUIg4HtH0oJIKUVekSSmYo5OJ4PRH0O0MokArRYFWyl60uwJRaGUiPHvDEjQU60b1t54JTiQsZ6ht2j9vWopzanIhE/HRNyL8HgDOmp+DW9aUTcdQM5ohD95Nq5n+5W02H4r1Mly3thp//PAIbl5Thmc3d7C9iq9cUoTPDo826t/c3YM9Fid2dzkROqrImisQRYVJgR0dDlSYlMcsxPZl8yDWzzNjWakOh/s86HEFsbrSgP09btbwy3ZmIyRt5He/1CBHm82PoX0WhUQAbyiGeILGoT4Prl9ZAplIgFOqjHhjVzcMCjGzPjgCoyJ67D7GU78gX43GHhcsjgB+ccF8XNpQgNPm5OCV21egrlDDHn/m/Bz8e3cvNLL0yKPPpnDA6aJQJ4NeLoJ6nM/IrJKgxeqDQiLAuTW5WFKim9L7EO25g2jPLUR/7iDac0c2aZ92Rn1hYSH6+voQizEeGpqm0dXVhaKiVM9JUVEROjs72fsdHR2jjhlCLBZDpVKl3DKJodAQqYgPrUwEgyI7PPUKsQBPXrs45TGNTARngOnpLhcLUJ2jxOFkDq0zEIFOIWLDMvmz0Nf+RMJynMlNCJVEiNtPKWeMek8o5aJUwOeRHMIk59aYcWq1EefV5uIfmztQpJPDGLfjtrXlOLfGDIVYwM59s1qCfs9oD22vK4gBTxjPfNWB/T2plc9dQcaoD0TiqMxRQCHmj1mILRJLIBpPQCEWoEArQ7czCJqmUaSTYWu7A4W6k6MA3myHpJUZ5Wga8LI510qxAP/Z34cbnt2OFeV6duPngoV5eOijJtQVaqCWCmH1hnHunzelrAV2fwR6hRgLCzXY3eVCjyuEBXkqVIzT/nNpiQ4iAS9tjPpsCgecLoR8Hu45Z864zzO90XlQnmB9EqI9dxDtuYXozx1Ee+7IJu3Tzqg3mUxYtGgRnn/+eQDA66+/joKCAlRUVKQcd8kll2DDhg3o7+8HTdN47LHHcMUVV3Ax5BmHxxv+mBYWarIm/B7AqP705UY5mgZ8GPLfNRRr2dx5hz8C3QgvqVIihOcY1bGng5HaT5ZOux/F+uEQULlYgD5XMGO7Fcw0t64th0EhxmUNBagp0MCgEEEo4OMHZ1SiwqTAg9+sYY+VCPkIR4dbmTUPeGFxBNDnDqLfHUKvK4jWZIX8odZ1rkAUJXo5tDIhTEpxSnj3SHZ3OVFfpAEAFGilbM62WSXBoT4PCrQnR1jvicz9qVBuUuDLlkGcPtcEgPl+t9n8ePhbC3H72nL2OJNKgjlmFeqLNKAoCnZ/BIO+CJwjioi6AlFopELkqCQY8IQQTyQgOEaxNAGfh/86d27abJjOtvaZwrcWHzt1rtKkOOGio0R77iDacwvRnzuI9tyRTdqn5V/y+OOP4/HHH0dVVRV+85vf4JlnngEA3HzzzdiwYQMAoKysDL/4xS+watUqVFRUwGg04rbbbuNy2DNGWdlwePaNq0rYEORspMKUzItMXpiVGxWsceb0R6CVDxv1JqUYNm9qCP7RIdcj8YVjbH7+RBmp/UR4b18f+x5djkBK/qdMxEe/O0SM+uMg4PPwzxuXgqIoVn+KokYV0RlZc+vRz1rwwYF+xGkaVm8IrmAUrTam8vm3n/oaTQNeuIMRaOVC3HVGFSiKgkIsHNOobxrwYn4+k9eZq5bgcJ8XKqkQAj4PRoUYhdqTw1M/2bl/oqgkQrz53VVsPvuyMh2ev3kZ9ArxqJ7Wj13dwObe3nN2Na5aWojulIJ5NPuaOWYlYonjR/Rc0lAwapORK2Zb+2yh0qSEQnJiRj3RnjuI9txC9OcOoj13ZJP2aWnUV1dXY8uWLWhqasKOHTtQU8N46J566ilccMEF7HG33HILWltb0draiqeffhpCYXYaSyMr/1fmKKHJ4pxeiqJQqJOxhhMv2fIoFI3D7o9AJx/+jI1KMaye4ZZjDn8Ed7+yJ+X+RwcH2LDcv3/Zjk8ODUxqPEd3XTgWnXY/7n5lD9qSxmSXPcC2ZAKYnr3ecIwY9ZPgWPpTFIV4goYvHEO3M4jGbjfMKikGPGEUaKXoSBZdC0XjeHZzB9OyTCrEdStLADA522OF33e7guz8E/B5sPnCKEhWy8/XSlFwkhTgmszcnwmEfN6435WRKSunVptQpJeztTc2NtkwMivn1GpTSsRMJsC19pnKKdXGlFoJU4Fozx1Ee24h+nMH0Z47skn7tDTqCakMdQI4WTh7vjmlInxNvhr7e9xw+iPQjWj/ZlSKYfUOG/UWRyDFyP/0sBWv7LDghme3o9Pux5EBLwZGPD8W1qM8/xPR/vWd3djX7cbDHzXh1rXlONzP1AA42lMvF/EhEvDSxhuYCRxLf4NCjEFfGJ8fseKyhgIc7vegQCtFnzuEfI0UsQSNw/0erJ+Xg0A4hmarL6UVnULMH9UHHQC6nUHkjWh5l6MSIz9p5N91RiXMKsk0/oXpSyatO/kaKXqcQURiCfzs9cYUz/zKcj3+69y5HI5u8mSS9ulEVY4S9UUnFslGtOcOoj23EP25g2jPHdmkPTHqM4DxCgBmK2fON+P82jz2/vx8NQ70euAIpObUm5SSFCPc4gyktDPb3eXE/d+Yhx+tr8ZL2yxotfow4GGOb+x2jRmqf+3T20DTNF74minCaMzNP+54v2iy4WdvNEIlFeLcGjMO9XlB0zR63UHoR6QLyMQC4qWfJMea+2aVBP3uEBq73VhUrEWOSoJctQQiPoU8jRRCPoXNrXbUFmjwq4trcGqVMeX1CrGQzbcfSSgSh0w0vMgXaGVsHv3KcgNbyC3byaR1h+mSEYDFGcC5Nbl45vol7HMURaV8nplAJmmfbRDtuYNozy1Ef+4g2nNHNmlPjPoMoK2tjeshcMr8XBUO9LrRaQ/ArB72kppUTPh9IMIYZhZHMKVwXo8riHyNFPPzVNjf44ZKImQ99f/v81a0DzJh8i9+3YVAJAaaptFm82NHpxPPbemEOxjFdU9/nTIWdyCKB987hB0dDvYxfziGH55RhR+cXokyA1MD4IENB3BuTS5bsRtgPPWqE8z3PNk41tzPVUvQ5w6h1epDmUGOOWYlcjVSmFQS5GkkuHVtOR7/ohW1BWooxAL8z/nzUl6vkAwXykskaHhD0bHeBpcsKsCCk7B3ciatO0Nzod3mR4lBPioHP9PIJO2zDaI9dxDtuYXozx1Ee+7IJu2JUZ8BiMXpUZGZK0wqCdpsfkiT4evs40oxjgx4cd6fvwQAdDsDyFVLEIsnEIjEIBXyQVEUeDwKcjEf9cUauAKMJ//IgBeeIGPEvb6rGy9ts8AbjiGWSOCV7RY4AxE4/BEcsoXhD8cw4AnhcL8HnzdZYfWGsa3DgS47ExlAAzhjXg70CjFEAh4GPEwxvG8vK075O4infvIca+6b1RJ0OfxI0DQEfB4uX1KEVeV65KjEyFNL0VCsxZf3nIacccLlFWKmDzoAfHxoAN99YRdC0TgkR7UYXFGuH7c3djaTSeuOgM9DLEGjw+5HmUHO9XBOmEzSPtsg2nMH0Z5biP7cQbTnjmzSnrgNMwCz2cz1EDhHLhbglMqjw6cF2NnphEYqRL87hAFPGNVmJVzBKHqcQVSbleyxp1aboJYK0TLgQygaR6c9AHfSqFdJBPj08ADWVRtRU6DBu/v6oJWJ4PBHoJWJ8PzWTnx8aAClBjnyNTKcMTcHX7fb8fqubtA0DeVR3vefnz9vzGJNMiGfGPWT5Fhzf2mpDg9/3ISaZKX6oR7kN6wqRX4yJ15+jPZWQy3t3MEoPj1shUoqxPNbO9nXnuxk2rqjl4uwqXkQ59bkcj2UEybTtM8miPbcQbTnFqI/dxDtuSObtCee+gygs7OT6yFwzrUrirF+Xk7KYxRFYW2lEd9ZV4E9FidomoZBIYbDH0GPK5jST/yKJYU4ZwHzxW21+VCsl7Gh+nweBYNCjA67H6vK9UjQNGoL1Oh1BbGyUIznv+7EY1c3wOYNo9Phx5JSLQY8IVicAby+qwfF+lTP4OIS3Zg9sZUSwXH7LBNSOdbclwj5+Pn580YZceVGxYSKESokAry1uwcX//UrdDuDePCbNTjY58H8EUUaT2Yybd25pKEAX7fbs6KQYaZpn00Q7bmDaM8tRH/uINpzRzZpTzz1GYBUSjyHp8/NGfPxx65pwJF+Lx75uAkiAQ86uZAx6p1BzM8fNs6GctvFQh4au91YUqyDOxhFPEEzbfS0MuzpcqHEIMd/nTsXLVYf2mx+LCpQ4XffrmGNRFcgCpNSglichisQRaFOiuIJtjgT8Hk4Jwu8iLPJ8eb+iVS6VkkE0MhE+N0ltTjU74FKIsRD36qb8vmyjUxbd5aV6nDr2vKMz6cHMk/7bIJozx1Ee24h+nMH0Z47skl74qnPAAwGA9dDSGsqTQrEEjQeuGA+dPIRnnrNaGPbpJTglR0WrKkywBOMwh1kepcX6WTYbXHBoBDh2hUl0MhEaBv0oShHxxr0JqVkVDG1SxYVoLbg5CuiNlvM5NxXSoR4587VqClQkwiKMci0dYeiKNy9vorrYUwLmaZ9NkG05w6iPbcQ/bmDaM8d2aQ9MeozAIvFwvUQ0hoej8KT1y5GjkrCeur73MGUSvlDLCrW4ubVZajN18AdjMIZiEAnF6FAJ8UeiwsGBVMwQysTotXmQ8g9yL62wqRgi64J+TwI+RQuW1yIyhzlqPchTA8zPfdPlvZ0U4GsO9xBtOcOoj13EO25hejPHUR77sgm7Un4fQagUCi4HkLGoJOLsb/Hg1icTqmUP8QFC/MAAK5ABJ5QFM5kMbxCrQzeUAx61qgXod3mR65+OFy+IkfBFtczqyXEIJwFyNznDqI9dxDtuYNozx1Ee24h+nMH0Z47skl7YtRnACoVKdw1UXTJqvXHQykRwhuKJSvcC5GrlkDAo6CXiwAAGpkQ/kgc+cbhnO1TKo1YXqoHwPTFFo+xaUCYXsjc5w6iPXcQ7bmDaM8dRHtuIfpzB9GeO7JJe2KVZAC9vb1cDyFjyNVI0DTghVR07OrnfB6FRIIpdqeViyDg81CVo2Tz57UyEVQSAaz9fexreDyKPe8p1UasrTKOeW7C9EHmPncQ7bmDaM8dRHvuINpzC9GfO4j23JFN2hNPfQaQTbtIM42Qz8PvLq1Fs9V33GMpCnAEIig1Mi3p/t/Vi9jndHIRdHLRuNrPMZPPZDYgc587iPbcQbTnDqI9dxDtuYXozx1Ee+7IJu3TylOfSCRw5513ory8HBUVFXj00UfHPbakpATV1dWoq6tDXV0dXn755Vkc6ewik02sZRqBoUArw7pq04SOHcqpB5DSb14jE0IrFxHtOYbozx1Ee+4g2nMH0Z47iPbcQvTnDqI9d2ST9mll1D///PM4ePAgmpqasG3bNvz+97/HgQMHxj3+5Zdfxp49e7Bnzx5cfvnlszjS2aW/v5/rIWQtQzn1R6MQC3B+bR7RnmOI/txBtOcOoj13EO25g2jPLUR/7iDac0c2aZ9WRv3LL7+MW265BXw+HzqdDpdffjleeumlEz5vOByGx+NJuWUSWq32+AcRJg2fR6HPHWI99SOhKAo3rS4l2nMM0Z87iPbcQbTnDqI9dxDtuYXozx1Ee+7IJu3Tyqjv6upCcXExe7+kpARdXV3jHn/ttdeipqYGN910E2w227jHPfjgg1Cr1eytsLBwWsc90wiFoz3JhBOn1KDAD9dXgXeM1nREe24h+nMH0Z47iPbcQbTnDqI9txD9uYNozx3ZpP2sGvUrVqyAwWAY82axWCZ1ro0bN6KxsRG7du2CwWDAddddN+6x9957L9xuN3ub7HtxjdVq5XoIWcnPzpmDhuJj79AR7bmF6M8dRHvuINpzB9GeO4j23EL05w6iPXdkk/azWv1+y5Ytx3y+qKgInZ2dWLFiBQCgo6MDRUVF4x4LMDssd911F6qqqsY9r1gshlgsnuKouUev13M9hJMWoj23EP25g2jPHUR77iDacwfRnluI/txBtOeObNI+rcLvL7vsMjz55JOIx+NwOBx4+eWXxyyA5/f74XK52PsvvfQS6uvrZ3GkBAKBQCAQCAQCgUAgcE9a9am/5pprsH37dlRWVoKiKNx9992oqakBAGzYsAEbNmzAU089hYGBAVxyySWIx+OgaRplZWX45z//OeH3oWkaADKmYF5nZyfkcvnxDyRMO0R7biH6cwfRnjuI9txBtOcOoj23EP25g2jPHZmg/ZC9OmS/jgdFH++ILKS7uzvjiuURCAQCgUAgEAgEAuHkw2KxoKCgYNznT0qjPpFIoLe3F0qlEhQ1fuXzdMDj8aCwsBAWiwUqlYrr4ZxUEO25hejPHUR77iDacwfRnjuI9txC9OcOoj13ZIr2NE3D6/UiLy8PPN74mfNpFX4/W/B4vGPudKQjKpUqrSdcNkO05xaiP3cQ7bmDaM8dRHvuINpzC9GfO4j23JEJ2qvV6uMek1aF8ggEAoFAIBAIBAKBQCBMHGLUEwgEAoFAIBAIBAKBkKEQoz7NEYvFuP/++yEWi7keykkH0Z5biP7cQbTnDqI9dxDtuYNozy1Ef+4g2nNHtml/UhbKIxAIBAKBQCAQCAQCIRsgnnoCgUAgEAgEAoFAIBAyFGLUEwgEAoFAIBAIBAKBkKEQo55AIBAIBAKBQCAQCIQMhRj1aUxzczNWrlyJqqoqLFmyBAcOHOB6SFnL97//fZSUlICiKOzZs4d9nHwGM08oFMJFF12EqqoqLFy4EOvXr0dLSwsAwGq14uyzz0ZlZSUWLFiAjRs3cjza7OTMM89EbW0t6urqsGbNGuzevRsAmf+zyTPPPAOKovDWW28BIHN/NigpKUF1dTXq6upQV1eHl19+GQCZ97NBOBzGHXfcgcrKStTU1ODqq68GQLSfDex2Ozvn6+rqUFVVBYFAAIfDQdadWeC9997DokWLUFdXhwULFuAf//gHALLmzwbvv/8+Fi9ejNraWixfvhx79+4FkEXa04S0Zd26dfQzzzxD0zRNv/rqq/TixYu5HVAW88UXX9AWi4UuLi6md+/ezT5OPoOZJxgM0u+++y6dSCRomqbpv/zlL/Qpp5xC0zRN33DDDfT9999P0zRNb9u2jc7Pz6cjkQhHI81enE4n+/833niDrq2tpWmazP/Zor29nV6xYgW9fPly+s0336Rpmsz92eDo9X4IMu9nnrvuuou+44472HW/r6+PpmmiPRf8/ve/p88//3yapsm6M9MkEglaq9XSe/fupWmaWfvFYjHt8XiI9jOMw+GgdTodvX//fpqmaXrjxo30/PnzaZrOnnlPjPo0ZWBggFYqlXQ0GqVpmlkIcnJy6ObmZo5Hlt2MvMgjnwE3bN++nS4uLqZpmqblcjl7sUfTNL1kyRL6o48+4mhkJwfPPPMMvXDhQjL/Z4l4PE6ffvrp9I4dO+hTTjmFNerJ3J95xjLqybyfeXw+H61UKmm3253yONGeG+bMmUPWnVkikUjQOp2O/uKLL2iapum9e/fSeXl5dDgcJtrPMNu3b6crKytTHlMqlfTOnTuzRnsSfp+mWCwW5ObmQiAQAAAoikJRURG6uro4HtnJA/kMuOFPf/oTLrzwQtjtdkSjUZjNZva5kpISov8Mce2116KwsBD33XcfnnvuOTL/Z4mHHnoIq1atQkNDA/sYmfuzx7XXXouamhrcdNNNsNlsZN7PAq2trdDpdPj1r3+NxYsXY82aNfjkk0+I9hywefNmOJ1OnH/++WTdmQUoisLLL7+Mb37zmyguLsbq1avxj3/8A16vl2g/w1RWVsJut2Pz5s0AgA0bNsDr9aK9vT1rtCdGPYFASBt+/etfo6WlBQ8++CDXQznp+Oc//wmLxYJf/epXuOeee7gezknB/v378frrr+N//ud/uB7KScnGjRvR2NiIXbt2wWAw4LrrruN6SCcFsVgMnZ2dmDdvHnbs2IE///nPuPzyyxGLxbge2knH008/jWuvvZbdSCHMLLFYDL/61a/wxhtvoLOzE5988gmuueYaMvdnAbVajddeew333nsvGhoa8OGHH2LevHnw+XxcD23aIN/iNKWwsBB9fX2IxWIQCASgaRpdXV0oKiriemgnDeQzmF3+8Ic/4I033sDHH38MmUwGmUwGgUCA/v5+dge1o6OD6D/DXHfddbj99ttRUFBA5v8Ms2nTJnR0dKCyshIA0N/fj1tvvRW/+MUvyNyfBYb0FAqFuOuuu1BVVUXW/VmgqKgIPB4P3/72twEA9fX1KC0tRWdnJ9F+FvH5fHjllVewfft2AIBeryfrzgyzZ88e9Pb2Yu3atQCAJUuWoKCgAI2NjUT7WWDdunVYt24dAKZYp9lsxqpVq7JGe+KpT1NMJhMWLVqE559/HgDw+uuvo6CgABUVFRyP7OSBfAazx0MPPYSXXnoJH330ETQaDfv4ZZddhsceewwAsH37dvT09OCUU07haJTZicvlQm9vL3v/rbfegl6vJ/N/FvjOd76Dvr4+dHR0oKOjA8uXL8cTTzyB73znO2TuzzB+vx8ul4u9/9JLL6G+vp7M+1nAYDDg9NNPxwcffAAAaG9vR3t7O1atWkW0n0VefvllLFy4EHPmzGEfI+vOzDK0aXjo0CEAQEtLC1pbW1FdXU20nwX6+vrY///v//4vTjvtNFRUVGSP9pxm9BOOyeHDh+nly5fTlZWVdENDA93Y2Mj1kLKWW2+9lc7Pz6f5fD5tMpno8vJymqbJZzAbWCwWGgBdVlZGL1y4kF64cCG9dOlSmqZpur+/n16/fj1dUVFBz5s3j/700085Hm320dHRQS9ZsoResGABXVtbS59++uls8TAy/2eXkYXyyNyfWVpbW+m6ujq6pqaGXrBgAX3BBRfQ7e3tNE2TeT8btLa20qeeeiq77rz22ms0TRPtZ5MVK1bQf//731MeI+vOzPPiiy+y837BggX0Cy+8QNM00X42uPnmm+nq6mq6vLycvvrqq9nOP9miPUXTNM31xgKBQCAQCAQCgUAgEAiEyUPC7wkEAoFAIBAIBAKBQMhQiFFPIBAIBAKBQCAQCARChkKMegKBQCAQCAQCgUAgEDIUYtQTCAQCgUAgEAgEAoGQoRCjnkAgEAgEAoFAIBAIhAyFGPUEAoFAIBAIBAKBQCBkKMSoJxAIBAKBQCAQCAQCIUMhRj2BQCAQCAQCgUAgEAgZCjHqCQQCgUAgEAgEAoFAyFCIUU8gEAgEAoFAIBAIBEKGQox6AoFAIBAIBAKBQCAQMhRi1BMIBAKBQCAQCAQCgZChEKOeQCAQCAQCgUAgEAiEDIUY9QQCgUAgEAgEAoFAIGQoxKgnEAgEAoFAIBAIBAIhQyFGPYFAIBAIBAKBQCAQCBkKMeoJBAKBQCAQCAQCgUDIUIhRTyAQCATCLGAwGNDR0THl12/YsAE//OEPp29ASX7+85/jhRdeGPO5Rx99FNdff/2kzkdRFFwu15jPlZSUsP8/9dRTUVpairq6OlRUVGD9+vV49913J/VeY3HuuefiyJEjJ3weANi3bx/Wrl2LOXPmYMGCBbjxxhsRDAbZ50f+PQTC/2/vvsOjqvI/jr9nJsmk9x6SUELoISEJRZqoKDbEShUpKuqqa2f9rQXZXVF37WUVQUAQBQFBhRW7oCAECCXUFNJJD+llyv39ERmNoSpkTpLv63nyPOTOnXvPzCd3hu89554rhBD2IkW9EEII0QaMHTuWl19++bxvd+7cuUyePPm8b/dsvPzyy+zevZu0tDT+/ve/M3PmTNasWfOntrlhwwZ69OhxXtrn7OzMG2+8waFDh9izZw81NTU8//zz52XbQgghxPkiRb0QQghxAXz66af06tWLmJgYHnvssWaPpaamcvXVV5OYmEhMTAxvvPEGAP/617+49957betVV1fj6+tLcXExixcvZty4cbbHFi1aRGxsLP379ychIcE2CmDjxo0MGzaM+Ph4Bg4cyHfffXfadk6bNo1XXnkFgKqqKsaPH0+PHj0YNmwY+/bt+0Ov/T//+Q9xcXFER0c3GwUQEBBwyudcfPHFzJkzh3nz5jXbzsCBAxkwYABjxowhKyuL2tpa/Pz8KCgosK03Z84c2yiGzp07s3v3bgDy8vK46aab6NevHzExMTz55JO213nHHXcwcOBAYmJiuPPOO2lsbGzRpu7duxMTEwOAwWAgMTGx2WiL070eIYQQorU42LsBQgghRHtTVFTE9OnT2bx5M71792b+/PmUlpYCYLFYmDhxIsuWLaNnz57U1tYyePBgBg0axNSpU4mPj+fFF1/EaDTy8ccfM2rUqBbF4/fff8/cuXPZsmULISEh1NbWApCRkcGcOXPYuHEjnp6epKWlMXz4cDIzMzEajWds99y5czEajRw6dIjKykpbuwAOHz7M+PHjT/q8uLg4Fi1aZPtdp9ORnJxMRkYGCQkJDB06lM6dO5OUlHTa/Q8aNIiHHnoIgOXLl3P48GG2bt2KwWBg6dKl3HPPPaxfv54bb7yRZcuW8cgjj6BpGkuWLOHTTz9tsb0pU6Zw+eWXs2rVKgCKi4sBePjhhxk+fDjvvvsumqZxxx138Oqrr/Loo4+esm01NTUsWLCg2UmHM70eIYQQojVIUS+EEEKcZz///DMxMTH07t0bgJkzZ3LfffcBTcXx/v37mTBhgm39qqoqDhw4QGJiInFxcXz66afcfPPNLF68+KSF5vr167n11lsJCQkBwNXVFYAvvviCtLQ0RowYYVtXr9eTnZ1N9+7dz9jub775hpdffhmdToeXlxeTJk0iPT0dgB49eth6wM/k9ttvB6Br166MGDGCTZs2ndX155qm2f69du1akpKSiI+PB5pOhpwwffp0br/9dh555BG+//57/Pz86NevX7NtVVdX8+OPP7Jx40bbshMnR9auXcvWrVt56aWXAKirq8NgMJyyXY2NjYwfP57LL7+c66+//oyvQwghhGhNUtQLIYQQF5hOp7P9W9M0fH19T1kgz5gxg0WLFhEfH09aWhpjxow56/1omsbo0aNZvnz5n20y0Lzd59JTf7rtnE5SUhJ9+/YFml7L448/zp133tlivSFDhmC1Wtm+fTuLFy9m+vTpZ7X9EzRNY/Xq1URHR59xXZPJxPjx4wkJCeHVV189p/0IIYQQrUGuqRdCCCHOsyFDhrB3714OHToEwHvvvWe7ZrtHjx54eno2K4LT0tIoKysDYNy4cSQlJTFv3jymTJmCg0PL8+/XXnsty5Yt49ixYwDU1tZSW1vLFVdcwddff83evXtt627fvv2s233ZZZexaNEiNE2jsrKSDz/80PbYiZ76k/38vqA/8XtmZiabN29m+PDhZ9z35s2bmTNnDrNnz7a9D2+//bbtfTGZTCQnJ9vWnz59Oq+//jrr169n0qRJLbbn7u7OiBEjePHFF23LTgy/HzduHM8//zxmsxmA8vJy0tLSWmzDbDYzYcIEfH19mT9//lmfnBBCCCFak/TUCyGEEOdZQEAA7733Htdffz1OTk6MGTMGPz8/ABwcHPj888954IEHePnll7FYLPj7+9t6141GI7fccgtvvfUWBw8ePOn2R4wYwdNPP80VV1yBTqfDycmJVatWERUVxfLly5k1axa1tbU0NjYSFxd31j33Tz75JLfffjs9e/YkICCAYcOG0dDQcM6v32KxEBcXR01NDa+99toph94/+OCDzJkzh5qaGiIjI3n33Xe55pprAJg8eTKlpaWMGjUKaCqwZ8yYQVxcHAC33norERER3Hjjjfj4+Jx0+0uXLuW+++6jT58+ODo6ct111/HMM8/w8ssv87e//Y3Y2Fj0ej0ODg688MILREVFNXv+ihUrWLNmDTExMbb9Dh06lDfffPOc3xMhhBDiQtFpv72ATQghhBBCCCGEEG2GDL8XQgghhBBCCCHaKCnqhRBCiHZuw4YNxMbGtvhZsWKFvZsmhBBCiD9Jht8LIYQQQgghhBBtlPTUCyGEEEIIIYQQbZQU9UIIIYQQQgghRBul/C3t7r//fj799FOysrJITk4mNjYWgNTUVG677TZKSkrw8vJi8eLF9OnT56y2abVayc/Px8PDQ+45K4QQQgghhBBCOZqmUVVVRWhoKHr9qfvjlS/qb7rpJh577DGGDRvWbPmsWbO48847mTZtGqtWrWLatGkkJSWd1Tbz8/MJDw+/EM0VQgghhBBCCCHOm5ycHDp16nTKx9vMRHmdO3dm7dq1xMbGUlRURFRUFGVlZTg4OKBpGiEhIfz4449ERUW1eG5DQwMNDQ223ysqKoiIiCAnJwdPT8/WfBnKOnLkCNHR0fZuRocnOahBclCD5KAGycH+JAM1SA5qkBzUIDm0jsrKSsLDwzl+/DheXl6nXE/5nvqTycnJISQkBAeHpubrdDoiIiLIzs4+aVE/b948nnnmmRbLPT09paj/hbOzs7wXCpAc1CA5qEFyUIPkYH+SgRokBzVIDmqQHFrXmS4Z7xAT5T3++ONUVFTYfnJycuzdJOWc7GSIaH2SgxokBzVIDmqQHOxPMlCD5KAGyUENbTWH3PJaiqsazrxiG9Mmi/rw8HCOHTuG2WwGmiYQyM7OJiIi4qTrG41GW6+89M6fXEZGhr2bIJAcVCE5qEFyUIPkYH+SgRokBzW01RzMFitmi9XezThvVM0hJa+C2kZzs2WapvHupgxW7czl4ZV7eHzNXqzWNnEF+llrk0V9YGAgAwYMYNmyZQCsXr2aTp06tdkzRiqwWtvPh0xbJjmoQXJQg+SgBsnB/iQDNUgOalAxh6p6E/d8sJNTTVWmaRp/Wb6LD5NOP1q43mS5EM27IFTMYenPWczflMHkBdvIO15HVmkN24+W8cORYvKO11FvsvDW5AGMiA5g+fZsezf3vFJ+orxZs2axfv16CgoK8PPzw8PDg7S0NA4fPsy0adMoLS3F09OTRYsW0a9fv7PaZmVlJV5eXlRUVEiv/S9MJhOOjo72bkaHJzmoQXJQg+SgBsnB/iQDNUgOalAlh28PFRLTyRt/dyP//T6dbw8Vct8l3RkRHdBi3be+T8Ns0UgvrubVCXH8lFbCkK5+6PW/XiddWFnP1a9tZsP9wwn0dGZreimf7c3n2ev78cG2LIZ09aNrgDuapilxS25751DTYOa1b1N58LJonB0NbEkvYUVSDq+Mj+XAsUre35JFQWU9Br2O0uoGlt0+CA/npvZarRqV9Sa8XZ3s1v6zdbZ1q/JF/YUgRX1LKSkp9O3b197N6PAkBzVIDmqQHNQgOdifZKAGyUENFzqH4qoGnB31tgLwZDanFvP+1iyq683cGN+JT5JzeW1CHLNX7+PdqfGs2pnLj2klPHdDDEmZZXy+N5/nb4zhtkVJzB3bh3s/3EWghzPPjO3D4i2Z7MutwNnJwGW9AimuamDiwAge+XgPXQPc8HB2pLCynqp6M41mKz6ujrw8PtZW2Fc3mLFqGp6nae+5yCmrpZOPyxlPHLTm8WCyWHE0NA0wX7Mrl/V7j2G2aiR29iG9uIar+4WwZGsm829NwMXJAMD9HyYzpJsf18eFkVZUTd+wU88cr7KzrVvb5Oz3QgghhBBCCHG+/XvjIXzcnHj8yl4AfLYnn0t7BfLD4WI+TMrBoAMfNydemxBHdYOZ7UfLeOLq3vi5Gxka5cf9H+2mrtHC9KGdmbVsJ0EeRv4xri86nY5wHxfe+C6NJ67uTYiXM0+tS2FwVz/euTWe3bnHuTg6gCkLt7Ezq5x5N/TDz93Iox/v4aVbYm3F6n+/T+eBFbvJLK0lJsyLI4VVhHg58+wN/fjn+oM8PDoaP3ej7fX8tmc/73gd1fVmugW48c6mDGaN6IqD4dersStqTYx/ZysPXd6Dm+Jb3hP9cEEVTg56uvi7nfX7abVqvPV9Gvde0p2fM0oJ83Yh3Ne1xXoNZguHjlXRP9wb+LWQL6qq55rXfuT9mQPxdnFi3e58Xh4fS2l1A92DPPjqQCHZZbX85+b+tvcI4JXxsbaREG21oD8X0lMvPfWA/YfQiCaSgxokBzVIDmqQHOxPMlCD5KCG852D2WLlWEU94b6uVDeYuf/DZCxWjTcnD8Cg03HT21vwdXPC0aBn/q3xzYrgk9maXkpUoDsBHsYWj63bnccLXxxm82Ojmg29/62s0hoCPIy4Op2879Vq1dicVsLwKH/25B6ni78br3ydyqGCSq7qF8Jne/IxOhi4ql8IvUI8eHDFbv56WXeujQll5pId1Jss9Aj24Hitic7+bjw0+td7zT//xSGGdPVjyZZMdDod3YPcefTyHra2Tlu0nRAvZ+bdEHPWOWzLKOXOpTtZNnMQz3y2n36dvHj8yl6s2pnLFX2CbCcg3vvxKB8lZXPPxVFsSS8hraiacXFhWK0aLk4GvjpQiKbB41f1JCrQ44z7bS9k+P1pSFHfkgwpU4PkoAbJQQ2SgxokB/uTDNQgOajhfOUw97MD9AzxILWwiq0Zpay9Zyird+XiaNDj7Gggu6yWcB9XymsbiQ7yoIu/20kL9XNRUt3ApiPF3DCgZS/4n3G8tpHvDxczLi6MepMFJ4OeB1fuJq+8jvlTE/h4Rw7r9x1jyuBIEiJ9WLs7n4dGR/P3T/bRxd+NsbGhrN6ZR3pxNf+5uT+mX2bpX5ucx8c7c3HQ60js7Eu92cKRgiremhxP+pGDeIV2JdDTiNHBQFlNI299l8akQRF0DXC3te2xVXu4JiaUZzcc5PI+wezOOU5CpA/1Jgu7c47z2JiedA90Z9bSnbx9azxvfZfG9XFhdA1wZ8qCbTgYdCy4LQGjg+FUL79dk+H3QgghhBBCiA6voKKez/bkAzCqZwCbjpTg7uxAenE1zo4GJiRG8MZ3aWw/WsbC2xIxOui5+4OdbNxfwIKpCc2Gs/8Z/u7G817QA3i7OjEuLgwAZ8em4ve5G2IorWnA182JWSO7ceeIrrZh+Cd65/85ri/Lfs7ixY1HGNbdn7tGdgWwXb9+c0I4NyeE02C28O6mDKYO6crXBwv5fG8+PmYTz6zcjZODnmtiQtmaXsoVfYJ547s0NA3qGi3odNBotjIiOoCvDxZy6+BIgjyNrNudz4o7B1PVYObuZTvRoePeS6JwNzrw2Jiettc1Li6UHZnlHbagPxfSUy899YAMKVOF5KAGyUENkoMaJAf7kwzUIDmo4VxyOHE9+QMfJTM2NhQdOjanlhDi5cyMYV0w/DKsvMFsYdbSnfzr+n6EebsAUFrdwOItmTx8eY8L9lraotpGM/+3Zh8Hj1Wy4LZEQr1dWPhjBg56PTOGdQGaJtvzcnVEs0JVg4lOPr9eQ2+yWKlpMNtmnrdYNfQ6Tjoxn6ZpNJitthMVHZEMvz8NKepbkiFlapAc1CA5qEFyUIPkYH+SgRokBzWcbQ77ciu498NdvDYhjvmbM3hz0oBWaF3HsW3XXgYNiLF3M9o9GX4vzolef/pJP0TrkBzUIDmoQXJQg+Rgf5KBGiQH+yqoqOfLAwUkeJ06h1U7c9m4vwAdUFlv4rUJccxcsoNXxse2Wjs7Cg9nKSNVIj310lMPQH19Pc7OzvZuRocnOahBclCD5KAGycH+JAM1SA72ceLWZu/9eJT3fjrKF/cOxt3t1+Hchwoq+efnB3lwdDTzN6Xz1uR4rJqGVdMwOhhIL66mi5/bKWebF3+MHA+t42zrVjnlKABIS0uzdxMEkoMqJAc1SA5qkBzsTzJQg+TQeirrTbz5XdP7PWtp04R1P6WVcHN8OKt/2k9ZTSMWq0ZxVQNzPzvAPRd349GP9/DE1b0x6HU4GvS2ydW6BbhLQX8ByPGgFhk3IQBwcJA/BRVIDmqQHNQgOahBcrA/yUANkkPr+XhHLit35BAb7o2Lo4GFm48S5OXMzQmdmPD2Ub7N3Y0GuDkZeOLq3vQO9eSbh0eedLI1cWHI8aAWSUMAEBERYe8mCCQHVUgOapAc1CA52J9koAbJ4c/JP17HM5/t551bE065jqZpaBp8e6iQNyYOYNKCn1k8PZGCigZcjQZCvV34z00xJHYLalHAS0HfuuR4UIsMvxcAZGRk2LsJAslBFZKDGiQHNUgO9icZtL6CivoWyySHP+ezPfmUVDeyJa0Ei7VpSq+0oipmLk7i75/so6rexN3LdjF9cRLXxITSr5MXT13TmwERPlwdE8KoHoEAuNaXSAGvADke1CI99QIAo9Fo7yYIJAdVSA5qkBzUIDnYn2TQuswWK9e8vpkvHxyJr5uTbbnRaORoSQ2Rvq5yjfZZajBbcDLo0el0/JReyju3xjP53W04Oxm4ul8wW9JLmXdDPzJLarn29R95cHQ018WG2Z5/c0J4i23K8aAGyUEtUtQLAIKDg+3dBIHkoArJQQ2SgxokB/uTDM5Og9nC6p151DaauX14V9tys8XKlvRSRkQHnPR572/NJKu0ljBvF0b1DCT/eB0BHs58e6iIm+I72dYLDAripgU7GJ8Y3mz7v1XXaCE5u5yLovzP74trI4qq6vEwOuLiZCC7tJa/rkjGw9kRX1dHIn1d8Xc3svqei3BzMjDvf4cY3TuIEC8XQrxc+Oy+YXg4O55xH3I8qEFyUIsMvxcAZGVl2bsJAslBFZKDGiQHNUgO9icZtFRS3cCin442W/bil0cwWawcOFbJoYJK2/IVO3J46asjLNicwYk7OW/LKGXljhzKahrZnFrC5EERRAW6839r9rFudx7PXt+X7w4XseznLKa+t52VSTl8vv0w18SEsiu7nMMFVdSbLLzzQ7ptKDnAez8d5alP95NZUtOsbZqmcaigkqO/LN+WUcrDK/ewN/f4BXqHmuSW12K2WC/oPk544YtD3Ls8meXbs7FYNR7/ZC9vThrA+zMG8uiYnjw4OhoAd6MDOp2O/7uqF5MHRdqefzYFPcjxoArJQS1tuqd+w4YNPPHEE1itVsxmM48++ii33XabvZvVJrm4uNi7CQLJQRWSgxokBzVIDvYnGbT04pdHOJBfwZV9Q8gtr2XTkWIqak3831W9OFpSwxvfpvHiLf2pqDOxfu8xVt01hHc2ZfCX5bvQocPL1ZGy6kaSjpYxcWA4XQPc6RrgTm2jmZe/SuWFm3yobUhlR2YZ792WwNzPD/DDweN8eFdf9Dod//fJPmI6eXHseD13L9uJTtd067QDxypZNC2Rez7YhberIxMSI0js4sPLX6Wi00FOWS2PXtGDhT8e5f5Lu/PshoMsmznINpy/3mShuKqBcF9X2/3ZT6Wu0UKdyWK7RKCkugE3JwdcnJpu5Wa1aty+ZAf3jIpibP9QrFaN+ZszGNs/lFDvk/9NfXe4CL1Ox8hfRjV8daCQ4d39MVmsHCqowt/dyOxVe3n3tgTQ4JtDhXi5OBLgYaSsppH3ZwzkLx/sokeQBxd187ftJ+wU+/sj5HhQg+SgFp124pRlG6NpGn5+fnz//ffExMSQmZlJz549KS4uxsPD47TPraysxMvLi4qKCjw9PVupxWqrqKjAy8vL3s3o8CQHNUgOapAc1CA52J9k0DSsu6LWxOItmZTVNOLh7MD4xAhe/uoIHs4OzBzWhX6dvGz3Jn/l6yPszjmOo0HP3Rd3Y0CEDwBZpTV4Ojvi4+bEsYo67luezIpZQzD85hr5sppGfN2cOFJYRZi3C25GByxWjbVJGdw4qBsA7/yQzk/ppSyZnkhaUTUh3i7syTlOoIeR7kEemH7pHX/92zTyyuu4Pi6MYd39Kaqs586lO+kV4sm8G/rx3+/T6RHsztAof2obLMxevReTxYqr0YGs0hpuiOvEjGFdAKiqN/HVgULG9A1m2c9ZbEkvpa7Rwr9v6k+ItzPTFyWh1+t4+Zb++Lkb2bi/gH25FRwqqGTBbYl8uD2boyU17M09zvM3xhDp50ZpdQOFlQ30DvUkp6yW//tkH3qdjsXTE/lwew4b9h0jNtyb4qoGnB315B2vY2SPQGobzBwtqaF/uDcFFfWs3Z3Hx3cNIdDDmb8s30WDycqcsb3p5ON63v8W5HhQg+TQOs62bm3TPfU6nY7jx48DTS/Yz8/vpJM2NDQ00NDQYPu9srKyxTodXU5OjhyYCpAc1CA5qEFyUIPkYH/tPYNnNxxkSFc/RvVsmt28wWzh4x25TfcodzLw1nfpmCxWfN2cmDwoks7+rjgZ9DgY9FzSM5BJgyJwdjQ02+YDl0WfdF+Rfm62f4d4ubDq7otarHOi5zs66NdOIoNeRw+3Otvvdwzvyq1DItHpdHT/Zb2hv7mO/kQP+0Ojm7cj0NOZ8YnhDOziC8D4xHAmvfsz/u6Z+Lk7ceuQSIZF+ZNdVkuErysvfXWEF788TFyENwt/PMroXkFMfHcbl/UMZNG0RI5V1PPYqr0Y9DpuTuhEj2AP7l2ezNQhkbz301EWTR/Iv9Yf5J0f0tmcWsKSGQNJL67m9W/TGNjFl40pBVTVm1k4LYF/fH6AZ6/vxwfbsvnn+oPUNJh5f8ZA7vswmWAvZ568pjcAFqvGzW9voXugBxMHNt3W7N5Lomyv+ZIegazckXNBCnpo/8dDWyE5qKXN9tQDfP3110yYMAE3NzfKy8tZs2YNl112WYv15syZwzPPPNNiufTU/yozM5POnTvbuxkdnuSgBslBDZKDGiQH+2urGdQ2mrFYtdNeK91otnLbe9vR6eC9aYlsTi3hvR+Pcv2AMPbmHseqwdQhkfQMtv//1y5UDlmlNUT4up7yNm2LfzrK0ZIa/u/qXraRCL+laRoZJTV09XdDp9ORd7yOlUk5TB0SiZ+7kcLKepKzjzO4qy/erk0nLB5auRuA/9zUn28PFbF8ezY9gj2YPaYnxyrqeOeHDJ68pjcGvY56kwUHvQ6H31wKsCW9hKhAdwI9nFu0p7bRTG55XbOTIudTWz0e2hvJoXWcbU99my3qzWYzl112GXPnzmXEiBEkJSUxduxY9u3bh79/8xlHT9ZTHx4eLkX9b5SVleHr62vvZnR4koMaJAc1SA5qkBzsr61m8OjHe/B1d+LxK3vZlmmaxsb9hTjodVzWO4hvDxWSUVxDuK8rH2zLZlAXX2YM7WK7LlwlbTWHk6k3WXA06DHodWiaxn0fJvOv6/vh5XJ2k9XZU3vKoS2THFrH2Rb1bXb2+927d5Ofn8+IESMASExMpFOnTiQnJ7dY12g04unp2exHNJefn2/vJggkB1VIDmqQHNQgOdhfW8xgV3Y5DgY9+/MqsVo1th8to95k4cEVu0kvrua9n4423YJuVx7XxIRyRZ/gpknWRkUpWdBD28zhVJwdDbZ5BHQ6HW9MGtAmCnpoXzm0ZZKDWtrsNfXh4eEcO3aMgwcP0qtXL9LS0khPT6dHjx72blqbJCc61CA5qEFyUIPkoAbJwf7aWgYWq8bLXx3h1QlxLPs5i8dW76XOZCG3vI47h3fl6pgQgj2duXXhdoZH+RPs1XIIt4raWg7tleSgBslBLW22qA8KCmL+/Pnccsst6PV6rFYrb7zxBhEREfZuWpvk6nphJjMR50ZyUIPkoAbJQQ2Sg/21lQySMst4/n+H6BvmxejeQfi6OXF9XBivfJ3K6xPibLdtA7guNhQNuHFAmP0afI7aSg7tneSgBslBLW22qAeYOHEiEydOtHcz2oWCgoIWcxGI1ic5qEFyUIPkoAbJwf7snUFdo6XZkPicslo+3pnLpIERvPTVYcwWDU8XR9KLq3lz8gDW7c5j0i+zoof7uvLiLf1bbNPBoOem+E6t9hrOB3vnIJpIDmqQHNRyQYv6M906ToZtqMPHx8feTRBIDqqQHNQgOahBcrA/e2VgsWo897+DbE4t4f2ZAwn0cMZksfL3tSlc3S+YR1ftYfaYnoR5u1DdYCbAw4izo4E7R3SzS3svNDkW1CA5qEFyUMsFLeq9vb3R6Zpm1TzhxO86nQ6LxXIhdy/OgaNj25gcpb2THNQgOahBclCD5GB/9spgw75jeLs68frEOGav2st/p8Tz8tdHmJgYzpX9Qhif+Osljz6/3Nu9PZNjQQ2SgxokB7Vc0NnvrVYrFosFq9Vq+znxuxT0aikqKrJ3EwSSgyokBzVIDmqQHOyvNTKwWjV2ZZezN/e4bdnXBwsZnxhO9yAPZgzrwpQF26hpMHNlv5AL3h4VybGgBslBDZKDWtr0NfXi/PHz87N3EwSSgyokBzVIDmr4szlYrVqzCdL+rIo6U7Nbb1msGhV1Jnx/6Sn+IqWAuAhv6k0WvkgpYNbI5kPBT4wWbEvO17FQb7JgdNA3e/1rduWS2NmXrw4Ukl5cTW55HU9e05sIX1cq60z4uxsBGN49AF83J7oFuJ+XtrRF8pmkBslBDZKDWlqlqE9NTeX+++9nz5491NfX25aXlZW1xu6FEEIIYScT3/2Zp6/tQ+/Qk8+jo2kamoat8P/2UCGdfFyJDvKwrfPBtixG9w6iuKqBh1fuIdTbhYo6E3cM78rW9BLyjtdjtlpxMzrg5eLI8u3Z6ACz1cq1/UMJ9XYB4LvDRby/JZP3piXaCtuKWhNVDSY6+bT/mZxf+OIwPYLdGdY9gOf/d4i7L+7G2t35rNyRg5uTAwtuSyDveB1PrE1hVI9ABndt/p/2PqFedmq5EEKI02mVov6OO+7g7rvvZu7cuXz00Ue8/vrrdO7cuTV2Lc5SaWkpISEdczidSiQHNUgOapAc1HCqHE7Ml3O6Xu/843U4Oxp48cvDLLgtodm69SYLr3+bSkpeJfUmC/8c15fuQR4s3ZqFr5vRNmN6UmYZi37KxKpBdb2Zp67pzUVR/pgsVu5bnkx0sAfPXNcXi1Uj/3gd4b6ubDpSTG2jmRAvF97+IZ251/UF4IOfs+kT6sUH27KZMjgSgAU/ZrA5tYRXxsfywsZDvHRLLM6OTTO9HymsYvm2bJ6+tjc6nY6qehPvbj5K/vE6nr8xBsN5HIHwe1arhlXTcDDoKS0tJSgo+KQjHk6MPGgwW1i9M49Qb2eGdPNjXXI+wV7OjIgOsK17tKSaQwWVJGWWExfhzW3vbefju4ag1+lwNDT14HfyceUvo6LYfrSMWxLCL9jra4vkM0kNkoMaJAe1XNBr6k+orKxk/Pjx6PV6+vXrxzvvvMPatWtbY9fiLAUGBtq7CQLJQRWSgxokBzWcLAerVeOuZTuZsTiJtKJqNE3jpS8PN5sYF+DL/QVMGRzJ4K5+vPFtGharRnWDGYBHPt5DbLgPS2YM5I1JA3hyXQrZpbW4OztS02CmpLqB7w8X8crXR/jg9kH8mFrMzqwy4js3zbjsaNDz3ykDeGh0NAAGvY5w36be9hHRAYzpG0L/cG98XJ24a+lOFmzOIMjTyEOjo9mTc5wFmzMwW6zsyi7nvkuimLEkib5hXizZkgnAj6klzNtwEBcnA2t351FYWc/dy3YRF+FNQqQPb/+QftL363BBle19KK5q4Kl1Kc0eL6qq566lO3ls1Z4W7xc0newAeH9rJjf8dwtb00sJCAjg5ne2cqSwip8zSnn04z229f+2eh9rk/NYujWLkuoGUgurmb4oicp6E2t25fL4mr0s+ukoFquGXqfjkp6BWK0a04d2YdNjo4j0cyPc15VgL2fbNhM7+/KXUVEEeBhP8VfRMclnkhokBzVIDmpplZ76E7Mjenh4kJmZSXBwMCUlJa2xa3GWTCaTvZsgkBxUITmoQXJQw4kcVu3M5bM9+Xg4O2B0MDAiOoBRPQJ5at1+7hzRlYU/HuW6uLBm11xvTi3hzckDuKxXIO9symDaou3UNVq4Z1Q3fFydGN07CIAADyN/GRXFtMXbeeCyaII8jNzzwS4SIn1YMDURFycDVq1pVIDR4df7pZ/NtfEPjo6mqLKeLemljO0fil6v44WbYliw+SgT5v/MFX2CubRXEBf3CESvg2mLksgqq6W4qoH/TonHoNcxY3ESXx0oZM7YPkQFuqNpGg+t3NN0kiHS17avdbvz+O/36UwZHMmUwZEs35bNd4eLqG4wk1VaQ4SvKwt/PMqMYV346kABKXmV9Ov065D2tKIqJr67jQ/vGMzXB4tYOnMQ932YzJAwZwLcjaxIyqGoqgFHg45vDxUS6edGvdnC6l25ACyZPhC9XscdI7oCTSdfcsvr+Mf6A8R08qJrgBszhnbBZLUC2EYkiLMjn0lqkBzUIDmopVWK+hEjRlBaWsq9995LfHw8Tk5OTJgwoTV2Lc5SeXk5YWFh9m5Ghyc5qEFyUIPkYF9Wq8bEd3+mj49GkbmQrgHuvDctkZpGM4eOVZHY2QedTkeknyvPfLafp6/tw7cHi2xF/eqduUQHe9gKx7tGduOukd1IK6piwvyf+fTeYc32N7x700mCUT0C8HB2ZOWsIc0eHxkdQKPZ+odeS6CnM+Pifv1b0umaCt+4CG+ig5uu3T8xlP6dW+MpqW4gyNMZR0PTgMalMwc1255Op+OZ6/pw5/s7mD81AQe9jifX7sfb1ZHP7hvGXUt34uvmxPbMUu4c0Y3vDhWxZEsmni6OWKwafxvTE183Rxb+mIk+CYZF+TOsuz9PrdvP21MG8OCK3Qzp5oeXiyNPX9ubW/77I98+eil/+WAXXq6O/GtcDI98vIdDBZW8c2sCTgY9tSZzi+H5er2OCD9Xru4Xwn82HmHCwHD0eh1GvRTzf4R8JqlBclCD5KAWnXaysV8XUE5ODhUVFfTt27c1d9tMZWUlXl5eVFRU4Ol58ol7OpqSkhL8/f3t3YwOT3JQg+SgBsmhdVisGptTixnRPaBZUfhTWgk7s8oJdLZyUc9wIvxOPpFcUWU9y37O4p5RUfzlg12MjQ3lsz35uBsdePGW2JNed15vspxzL/HvJ9RTwU9pJfxwpBgdMLCLL5f2ahp5UFlvYtWOXCL9XOkT6sW4N3/inlHdiPRzw8XRwMAuTb37UxZs4+qYED7bk0+QpzMTB0YwsIsvCzZncFmvIDr7uwFQUFhEcFAg6/ceI9DTSGLnpudX1ZvwcD7zvaKrG8zE/+MrvnhgBF1+2aY4d/KZpAbJQQ2SQ+s427q11W5pZ7VaKSgoQNM0PD09yc7OJiIiorV2L86gtrbW3k0QSA6qkBzUIDm0jue/OERlnYmlW7N4dWIc7sam/xqs2ZXHQ5dHY6ksPmVBD0294A9d3gNoGs69N7eCt6fE42A49bQ9f2TYt06nQ7U70Q2N8mf59mwMOp2toAfwdHZkxrAutt/H9A3mloTwFq976cyB6HQ6Ovu5sSOzzFbs3z68a7P1Ghua7hx0dUzzSanOpqAHcDc6MPe6PkT6tv8Z/i8k+UxSg+SgBslBLa1S1C9evJj7778fR0dH9PqmL3mdTkdRUVFr7F6chcrKSns3QSA5qEJyUIPkcOGcmDH96wOFWK0az90YQ1JmGbNX7+X1CXGU1zZSUddImLcLKblnn8OrE2JPW8y3R/+4ri9nGjwwZ2yfky4/MSfAkG5+DOl26ns+n49jYXyidKT8WfKZpAbJQQ2Sg1papaj/xz/+QVJSEj169GiN3Yk/IDQ01N5NEEgOqpAc1CA5XBj1JguTF2xjTJ9gvjtcxHvTEoGmGc9zy2t5dNVeKutNPDS66Tv7XHLoaAU9gK+b0wXfhxwLapAc1CA5qEFyUEurfPv6+/tLQa84OdumBslBDZKDGiSH86u20cyaXbk88vEe7r+0O3UmC3df3K3ZkPDr4zpxeZ8gxsWG0Tu06do9ycH+JAM1SA5qkBzUIDmopVV66seNG8crr7zCpEmTcHb+9T6oMkmdOqqrq+3dBIHkoArJQQ2Swx9TVtPIh9uziQp054o+wQCUVjfwwIrdXBMTwtQhnRnYxZeR0QEnff6J55wgOdifZKAGyUENkoMaJAe1tMrs9yeuo4em68dOXMtnsVj+1HYbGhp4+OGH2bhxI87OzvTv359ly5ad8Xky+31LFRUVeHl5nXlFcUFJDmqQHNQgOfwxb3ybir+7ka8OFPLsDf1wdjTwlw928cQ1vegZfO7feZKD/UkGapAc1CA5qEFyaB1KzX5vtf6x+8qeyd/+9jd0Oh1HjhxBp9NRUFBwQfbTEZSUlMiBqQDJQQ2Sgxokh9NLyavgtW9SabQ0fcfec3EUiZ19+DmjjPdnDKRXiCdzPt1PZb2J2WN6/qGCHiQHFUgGapAc1CA5qEFyUEur3dLufKupqWHhwoXk5ubaZo8NDg4+6boNDQ00NDTYfpdrQFqqq6uzdxMEkoMqJIc/p9Fsxcnhz0/ZIjk0qag14eJkaPaebk0vZf6mdP5zc3/83I1U1pt47n+HeHdzBgMifdDrdfQP92ZQF1+u7BdCkKfzafZwepKD/UkGapAc1CA5qEFyUEurTJSn1+sxGAzNfnx9fbn66qvJzMz8Q9tMT0/H19eXZ599loSEBIYPH84333xz0nXnzZuHl5eX7Sc8PPxPvJr2KTIy0t5NEEgOqpAc/ris0hqufHUTVuufv7KrI+fQYLbw7IaDaJrG39fu4x+fH6DBbGF/fgUVtSZe/zaV/06Jx8/dCDTdF/3Z6/txx/Cu3Dr41/dt2tAuf6qgh46dgyokAzVIDmqQHNQgOailVYr6uXPn8uSTT5KdnU12djZPP/00d999N1dccQWzZs36Q9s0m81kZWXRu3dvduzYwWuvvcb48eMpLCxsse7jjz9ORUWF7ScnJ+fPvqR2Ry5dUIPkoIaOmENydjkPrtjNyh1Nn48VtSY0TSPveB0peRUAHKuo4++f7GNHZhnQdK/z31v0UybRQR5sSS+los5Eo/nXy6/MFivfHy6iwWwh73gdPxwpPm2bthzIorbRfMrHK2pNvPDFoXN+rRdScVUD6cXnNnnQkcIqPknOZcHmDP6z8TDJ2eWs3JHLjswy3v4hAycHPUYHPRPn/8zCzUe56e0tPDQ6utms9ScM7OJLgIfxfL0coGMeD6qRDNQgOahBclCD5KCWVhl+v3btWnbs2GH7/amnniIhIYEdO3Ywf/78P7TNiIgI9Ho9kydPBiAuLo4uXbqwb98+goKCmq1rNBoxGs/vf3Lam99eniDsR3JQQ3vO4eCxSkK9XfBycWy2/L/fp/PkNb157ZtUiqsa+PJAIeE+LpRWN+LooOftKQP460e7mT2mJ698fQQ3JwdqTRZ0QBd/N8pqGvF2dSSvvI5nb+jH/R8mowGOBh2zx/Skk48r9y7fRXSQB5tTS8guq6Wu0XLKGdif+Ww/OcdKWLxnB09c04s+oU3X7ZXXNOLzy33BV+zI5qe0En5MLWFYd/8L+badtTe/S2Nv7nE+uH0wLk4ti+7f++pAIWt25TKmbzC9Qz3xdHbkP18eprbBwtKZg7j85U3MnxpPjyAP6kwWPJwdyTteR5i3Syu8mibt+XhoKyQDNUgOapAc1CA5qKVVivqqqiqKi4sJCGj6z1txcTFVVVUAODo6nu6pp+Tv78+ll17Kxo0bueqqqzh69ChHjx6lV69e563dHUnXrl3t3QSB5KCK9pJDo9mKhoaDXs/a5DwKKuv57lARA7v48tiYnrb1jpbU4O3qSLivK3Ov68vr36by4R2DyCiuwd/dyAfbsvjLB7uYOawL8ZE+vDV5AHWNFgI9ndE0jfTiagLcnSmubsDZUU+QpzPXxYZxZd9g9DodD63cTWW9ibnX9bVN3jaoiy9HS2rIKK6ma4A7AB9sy2J/fiVX9wvByUHPa1MG0ogD93ywi4dGR5OSV8HCn47y3A0xDO7qx3eHinl/xiBmLdtBzxAP/N1/PXmraRoPrdxDUVU918WGcUvC6S+7yiypoZOPCw6GMw9gW5ucx/Du/rah7wAmi5U6k4Xsslr+elk0//nyME9e0xuAbw42jSC7tFfTCecTJyZKqhtY9NNR3puW2KzX/Y1JA8grr8PN6MCXD47Azdj0Ve3xS9tas6CH9nM8tGWSgRokBzVIDmqQHNTSKkX9Qw89RP/+/bnyyisB2LhxI0888QTV1dUMHTr0D2/37bffZubMmcyePRu9Xs8777xDWFjY+Wp2h5KdnU3Pnj3PvKK4oCQHNbS1HDKKq9mXV8GACB86+bjwr/UHmTAwnHkbDlHbaMHLxZFBXX3pHerJXSO7MXNJEhV1JqxWjT25x3l3cwaPX9l0QtTFyWAr+PuGNfWO33ZRZ+Z+doDLezcVpR7Ojng4N52Q1el0RAV6AODl+utJ2kmDImz/fmvKAI6W1NhmX58ztg8A2zJK+ffGw+RX1DMxMZwvUgroFeLJM5/t5+NZF5GdnU7Pnj154aYYlv2cTbcAN9bfP5xZ7+9k3e48rukfgperI3Ov68t9y5P5x7i+RAU2nSD4/kgx4T4uvHhzf+7/KJns0lp83JyYdlFn9DpsE6yaLFYeWLEbZwcDhZX1zBzehYujA2yPA3x7qJAjhdXcNbIbhwoqWbUzl8/25PP2rfGUVjfywIpk3JwcyK+o56+XdmdkdAArk3LIKasl3NeVpT9nYbFqmCwan+7Jo+6XTAorG5gztk+LYfTuRgd6BDe9pycKentqa8dDeyQZqEFyUIPkoAbJQS2tcp96gJSUFL777jsARo0aRd++fVtjtycl96lvKSUlxa6ZiCaSgxraSg6apvHZ3mOsTc7j2v4hrNmVx9QhnfkxtZiMkhpmDO1CTCcv8o/X06/Tr7ed2ZJWwhvfpRHs6UyvEE+u7R9KsNefm0ztj7BaNf77QzpTBkfy8ldHGBsbSt9QL/blVRAf6XPKHJIyy3DQ64iL8LEtK6qsZ/bqvRj0eqyaRml1A8tuH4SHsyP1Jgv78yt/uXY9Dx0Q6OnMY1f04OuDhbgbHbg5IZyKWhOLt2RyuLCSf1zXl8/3HmN8Yjh3Lt1JV3836hotpBVX89bkAezJOc4nyXmYrRqzx/QgKtCDRrMVR4MOnU7HwWOVvLspgxnDurBqZy7TLurM2t15TEiMINjLmZS8CoI8nc/79e8XQls5HtozyUANkoMaJAc1SA6t42zr1lYr6lUiRX1L9fX1ODu3/n/qRXOSgxpUzGFXdjn9O3lj0Df1IB8qqOSfnx9kSDc/7hjeFScHPYt+OsqinzJZf/8wW096W3auOVitGlZNw6DX0WixYnRoeU17Zb0JD6MD6cU1vPDFIWoazSydMQi9/tee+R9TS3jtm1Qu6RXIVwcKGdLVj4cvjya1qJogT2fbfAQ7MsvILa9jXNzJR4h9tD2bhT8e5c3JA4gO8jjHV68OFY+HjkYyUIPkoAbJQQ2SQ+tQoqifOHEiH374IXFxcc2GMp6wa9euC7Xr05KivqUDBw7Qu3dvezejw5Mc1KBaDruyy3luwyFcnAz8/epepBVVs2pnLi/cFNPsOnKzxcr+/Er6h3vbr7Hn0YXOQdOahsT/9v7vv/f1gULiIrybXT/f0ah2PHREkoEaJAc1SA5qkBxax9nWrRf0Yr1HHnkEgFdeecW2rLy8nNzcXPr163chdy3OkdVqPfNK4oKTHNRgzxwq6kzNZqbPLKnhpS+P8M6t8TRarMzbcBA/dyPv3BqP4+8mdXMw6NtNQQ8XPgedToeTQ8sTzr91We+g0z7eEcjnkv1JBmqQHNQgOahBclBLqwy/HzNmDB999BEODg62ay+mTp3K3LlzL/SuT0p66lsymUx/+E4E4vyRHNRgjxwazBbmfLqflLxKHrmiByOjA3h/aya7ssqZNrQLse2oWD9bcjyoQXKwP8lADZKDGiQHNUgOreNs69Yz37vnPCgsLMTb25sNGzZw3XXXkZqayieffNIauxZn6fDhw/ZugkByUMWFzsFq1Siqqm/2+2Or9nJJzyA+vmsIH23PZtXOXL46UMhLt8R2yIIe5HhQheRgf5KBGiQHNUgOapAc1NIqRb3JZAJg06ZNjB49GkdHRwyGlhMYCSFEe5J/vI4vUgpaLP9gWxaT3t1GVb2JRz/ew/TFSYyMDmB07yCcHQ28OiGOreml3HdJ92YTuAkhhBBCCPF7rTL8fsKECVRUVHDw4EEOHDgAwNChQ0lOTr7Quz4pGX7fkgyhUYPkoIbzlcOcT/dztKSG6+PCGBcXhtWqse1oGQs2ZzD1os48vS6F+y7pzo3xnc5Dq9sfOR7UIDnYn2SgBslBDZKDGiSH1qHU8PvFixcza9YsvvvuO1xdXSkvL2fevHmtsWtxlmQIjRokBzWcaw5V9SYq6kzNllXUmcguq+W9aYl8kVLAtoxS7nh/B1vSS5h3Yz9GRgfw4i2xUtCfhhwPapAc7E8yUIPkoAbJQQ2Sg1ou6Oz3Jzg7OzNu3Djb72FhYYSFnfy+vkKICy+rtIZIP7eTPtZgtuBk0J/0NpSipYKKeh5csRuAoVF+JGcf59WJcczflM6UwREY9Drm3dCPKQu38dQ1vRnU1c/23PhIHzu1WgghhBBCtBetMvxeNTL8viUZQqOG85mDpmmU1jQ2u485QN7xOi5/6QfW3TuMqED3Fs+bvmg7U4d0ZlTPQNuyRrP1tPfybm9+n0NBRT3BXs4s2JxBhK8rl/cJBpruCz99cRJzr+uLj6sjOzLLcTUaeOWrVLoFujHvhhh7vYR2QT6X1CA52J9koAbJQQ2Sgxokh9ah1PB7oT4ZQqOGU+Xwv33HSM4up6S6gVsXbuNwQZXtsdLqBpb9nEVdo4W6RgsAhZX1zFicxEMr9/DUuhRuXbiNpMwyABZszmDejTG88vWRFvv5MbUEo4OB7w4X2ZZpmsbMJUk88FEyFbUmLFaN9348yonzgccq6tiWUdpsO5/uyWf1ztw/92bYSU2DuVkO1Q1mrnptM/UmC5tSS1i8JROTpenerAt+PMq1/UPp4u+Gt6sTl/UO4qJu/tx1cVeevraPvV5CuyGfS2qQHOxPMlCD5KAGyUENkoNaWmX4vVCfXi/nd+yh3mShss5EoKczcPIcNE1j6c9ZOBj0dA90Z9LACJ7/4hC3DolkSFc/Hv54D6N6BPKX5buoqjcxZXAkXx8s4m9X9qJHsAfJ2eUEeToze/VeHr68B3nldTx9bR/yyuuYvmg7bkYHNMDfzYm04mremhzPvct32fa/Jb2U/p28Gdbdn3n/O8jQKH9W7sjBz92J62LDWLMrj7XJebw3LZFwX1fqGi18tD0bJwc9fcI8qWu0EB3k0bSfX04EnGpov6Zpf2jYv6Zp1JusuDid/K4aVfUmPJzPfDY5tbCKuz/YRS8fPf/pacHoYCAps4xADyNLtmQS6uVMfKQPs1fvJczbhZLqRmaN6NpiO5f0DDrn1yBaks8lNUgO9icZqEFyUIPkoAbJQS0y/F6G3wNQX1+Ps7OzvZvR4SzdmskH27IZFuXPscp67h4WQd8Ifwor63ntm1TcnR3oE+rF0eIaHB10bD9axuLpA2kwW3jikxTKaxuZOqQzI6IDgKbh4DOX7KB3qCezx/Rsvq+fs/jhcBEv3hyLl2tTgdtgtmC2aGhAQUUd3QLc0el0PLUuhSBPZ344XEx1g5kPbh+Ej5sTj63aw6GCKpbdPoi7l+3krUnxPLAimaev7cPs1Xu5uEcgKXkVXNs/lOggd177JpUIPzcOHqvExdHA8ToTHkYHXp8YZ7tVW0ZxNdUNZtyMDsxaupNRPQK495LueLk4NivyCyrqcTTo8Pvd5QQA7/yQzk/ppbw/Y2CLx9KLqxn/zlbmT01gQMSv17B/f7iIQwVVhHg5c7zWRH5FHcnZx3ljYhzb04v5NrWUF2/uz7z/HeLSnoHc/v4OXr4llkt7BXLgWCU5ZbVc0SdY5h64gORzSQ2Sg/1JBmqQHNQgOahBcmgdZ1u3SlEvRT0AKSkp9O3b197NaHeWbMlkfGI4zo4n70G+7b3tvD0lniOFVfh7GHlg6VYmDYtmw74C/jIqCrPFyktfHeGV8bH4uDlR02DG29XptPusN1lw0OtwMPzxM6hb0ktYv/cYz4ztg16nsxXgRVX17Mut4NJeQfyUVsInyXmYLVZemRCHyWJlS3opIV7ORAd5tNhmQUU9bkYDn+05xv78Cq6JCWVwV19mLtmByWKlrtHC65PiOFpcw39/SAegk48r827oR6PZyrRF2/F0diTMx4VHr+iBs6OBrNIaUvIq+XRPHl0D3Lmomx9Du/mj1+vIKq1hT24FH+/I4Ymre/Pk2hQcDDpGRAfQK8STdbvzuCUhnGMVdXi5OBLu44qPmxP+7kZSUlLYVeVOaXUju3OOs2haIgt+zGDqkM6nzFKcf/K5pAbJwf4kAzVIDmqQHNQgObSOs61b28Xw+0WLFjFjxgw++eSTZrPsi7Pn4NAu/hTspqbBjEXTcNDrcHE0oNPp2JlVxlcHCtl+tIzJgyPYn1dJVb2JGwZ04sWvjtC/kxcRvq64OBnoH+4NwJxLQ9iYW8PoXkHE/rJs+R2Dbfs5U0EPnJei86Ju/lzUzb/F8kAPZy7t1XRWdmiUP/M3ZXDDgKY7WTga9Iz8ZcTAyQR7NT1v4sBwtqa7sim1mJe/OsKIaH9mDOtCRnENIV4uhHi5cFFU074fW7WHg8cq+fpAIbckhDMuLozvDhUxc0kSXi6OOBn0xHf25V/X98PJQc/9Hyaz+KdMzFYNPzcnhkf78+gVPegR7MHiGYkYHQw8tmovX6QU8MHtg3Aznvzv3sHBgalDOjP3swO4Ozug1+u4c0S3P/WeinMnn0tqkBzsTzJQg+SgBslBDZKDWtp8T31mZiaTJk1C0zRmz559VkW99NS3VFtbi6urq72b0SZV1JmYOP9nooPcMVs1qhvMhHi5cKyijhdujCGtuJr9eZVEBbqjofHh9hweGh3N//Yd4+qYUHoE/9qr3dZyqKo34erkgEH/x4agHyqopLOf2ylPROQdr+OeZTsZ1TOQv17a3TbUXdM0iqsabHMRnIvaRjN55XV0P8loAts6v+RgsWpU1ZvO6mSKOP/a2vHQXkkO9icZqEFyUIPkoAbJoXV0iJ56q9XK7bffzuuvv87DDz98yvUaGhpoaGiw/V5ZWdkazWtTMjIyZAjNWdqdc5yKOhNDu/nhYNDz9YFCZg7rwo3xnWzrpORVcLigikBPZwI9nZv1ep+YRK1XSMsDs63lcDaTz51Oz+DTn1QL83Zh3b3DWizX6XR/qKAHcHVyOG1BD7/mYNDrpKC3o7Z2PLRXkoP9SQZqkBzUIDmoQXJQS5uetvCll15i6NChxMfHn3a9efPm4eXlZfsJDw9vpRa2HUZjy8nHREsLNmfwwc9Z7Mwq58l1+9E0ja8OFHJZ7+aznfcN82pW5J8tyUENkoMaJAc1SA72JxmoQXJQg+SgBslBLW22pz4lJYXVq1ezadOmM677+OOP89BDD9l+r6yslML+d4KDg+3dBOVomsbunOO4GR2ICnBn1c5cCivreeGmGHQ6HUt/zmLmkh04GfR4ufy5HusTJAc1SA5qkBzUIDnYn2SgBslBDZKDGiQHtbTZon7z5s1kZmbSvXt3AAoKCrjzzjs5duwYd999d7N1jUajnE06g6ysLBlC84v843Us2ZrJ4YIq2yzuKXkV+Lg58fqEONt13bcOjmRs/1BqG83nbd+SgxokBzVIDmqQHOxPMlCD5KAGyUENkoNa2mxRf/fddzcr3i+++GIeeOABmf3+D3JxcbF3E+zuuf8dwuigZ/vRMmZf2ZO/XtodV6emQ8Rq1dDpaHFPci8Xx/PWSw+SgyokBzVIDmqQHOxPMlCD5KAGyUENkoNa2mxRL84vf/+Wty9rb+pNFh75eA//uK4v3q6OvPTVEfblVeCg13F9XCdMFivDu/tzc0InOvk0n81T/wdndz9XHSGHtkByUIPkoAbJwf4kAzVIDmqQHNQgOail3RT133//vb2b0CoKKuoJ9DCe9yIzJycHLy+v87pN1WxNL8Xd6MCspTtxdNBxRZ9gFk8fSEpeBU+tS2HJjIF/ejb3P6sj5NAWSA5qkBzUIDnYn2SgBslBDZKDGiQHtbSbor49s1g1233AZy3byd/G9GRIN7/zug93d/fzuj1V/GX5LlwdDcy+sidfHyzkrpHd6Ozv1mydvmFerLlnqJ1a2Fx7zaGtkRzUIDmoQXKwP8lADZKDGiQHNUgOamnTt7TrCA4eq+Sf6w8AcKigEjcnA18fLDztc0qrG855P56ep79fuGrqTRYsVq3Zsi9SjrE5tRhNa1peVtOIDpgyOJK/rd5Ldllti4JeNW0th/ZKclCD5KAGycH+JAM1SA5qkBzUIDmoRYp6xfUK8aSi1kRKXgUf/JzN36/uxZHCKlvhesLG/QWk5FWwJb2EyQu28dCK3VTVm856P/n5+QAUVdazJa3knNu5ckcONQ3nbxZ44LTbe3DFbl744hDQNInd/E3p/JRWyq6s49y1bCeV9SY27i9gTN9g+od7c0WfYOIjfc5r+y6EEzkI+5Ic1CA5qEFysD/JQA2SgxokBzVIDmqR4fdtwN+u7MmT61LoEexJn1AvugW4k1ZUTfcgD8prGvF0cWTxT5kAGPQ6Vtw5hPSSau5etos5Y/sQFdg0POZIYRWdfFxsM7r/lqenJwfym0YFmK0aiV18cTSc3TmfvON1PLvhIL6uTlzWO+i8vOZGs5Xr3/qJzn5uPD22D2HeLpgtVt7ZlIG70YEu/m5U1Jl45rP9pBfXcHF0AHOv64NOpyM5u5y7ljYV9itnDQHg5oTw89KuC03OeqpBclCD5KAGycH+JAM1SA5qkBzUIDmoRaf9vsu3A6isrMTLy4uKioo2+QeZVlTFM58dYEg3P1btzGVYlD8Rvq70C/Mit7yOG+M7AZBTVsuLXx4m1NuFcF9XfjhcTFWDiVsSwrkuNgxo6pn/YFs2ccFOvLO1gLcmD2Dd7jx83Jw4XFDFLQnhZxyy/viafQyN8iPpaBnPXNfyfpVWq4YGtnkB8o7X8eTaFAZ28eWukd1Ous3/7TtGUVUDl/QM5LFVe3nq2t5sTS+lqt6MTgczh3XBwaAjtbCaSD/XFhPcmSxWDuRX0j/c+xzfXfsqKSmR2UQVIDmoQXJQg+Rgf5KBGiQHNUgOapAcWsfZ1q3SU98GRQV6MHtMTzalFrPh/uE8979DjE8Mx8PZkUG/WS/c15VXJsSxbnceSZllvDV5AFZNY+7nB/h0dz46HTg56Lk5IZxlmw7w2Jj++Lg5cWN8J654eRP3XtKdx9fs44WbYqioM/H3T/bRO9SLPqGeXB8XhpvRgaMlNdQ1mrm6XwgrknJs+7ZaNT7bm8+enAoOF1ZitcJVMSEM7uLLU+v286/r+/LCF4dZvi2b7LJaZo/pgU6nQ9M0Gi1W1u3O5/kbY/BydeS1iXE889l+KupMLJk+sNnM/33DTj7rpqNB3+YKeoCCggL5gFSA5KAGyUENkoP9SQZqkBzUIDmoQXJQi/TUt8Ge+gshLy+PsLAw2+9mixUHg57843U8umoPZovG21Piqao3sz2zjM2pxbwyPpaHV+7hnlFRRAW689iqPfTr5E1aYRUZJTVc3COQkdEBdPV3w6o1Ffnr9xbwj3F9CPFyoaCinvX7jlHTYCbY05lbEsN5+4d0fkorYVAXX+69pLutPZqmYbZqZ31JQFv1+xyEfUgOapAc1CA52J9koAbJQQ2Sgxokh9YhPfXinDg6Nh++7vBL8Rzq7cLbU+IprzHh4+aEj5sTEX6u1DSYuXXhdgZE+tiu2Z88KJKU/ApmDuuKn7sTbsZf/7z06Lg+rhPXx3WyLQv2cmbmsC5YrBq3L0kiv6KOwwVVvD9jIDqdrll7dDodjobmy9qj3+cg7ENyUIPkoAbJwf4kAzVIDmqQHNQgOailfXd7irNWVFR0ysc8nB2J8HNttuy2izqz7PZBPDQ62rasf7g3kwdFEuHn2qygPxODXse7UxPoHeLJP8b1bVHQdySny0G0HslBDZKDGiQH+5MM1CA5qEFyUIPkoBbpqRcA+Pn52XX/DgY9l/cJtmsbVGDvHEQTyUENkoMaJAf7kwzUIDmoQXJQg+SgFumpF0IIIYQQQggh2qgO2VN/Ym7AyspKO7dEHVlZWbi5nf7WdeLCkxzUIDmoQXJQg+Rgf5KBGiQHNUgOapAcWseJevVMc9t3yKK+qqoKgPDwcDu3RAghhBBCCCGEOLWqqiq8vE5+K2/ooLe0s1qt5Ofn4+Hh0aEnZTuhsrKS8PBwcnJy5BZ/diQ5qEFyUIPkoAbJwf4kAzVIDmqQHNQgObQeTdOoqqoiNDQUvf7UV853yJ56vV5Pp06dzrxiB+Pp6SkHpgIkBzVIDmqQHNQgOdifZKAGyUENkoMaJIfWcboe+hNkojwhhBBCCCGEEKKNkqJeCCGEEEIIIYRoo6SoFxiNRp5++mmMRqO9m9KhSQ5qkBzUIDmoQXKwP8lADZKDGiQHNUgO6umQE+UJIYQQQgghhBDtgfTUCyGEEEIIIYQQbZQU9UIIIYQQQgghRBslRb0QQgghhBBCCNFGSVEvhBBCCCGEEEK0UVLUdzCXX345MTExxMbGMnz4cJKTk6mvr2fcuHFER0fTv39/Ro8eTVpamr2b2iEsWrQInU7H2rVrASgqKmLMmDF0796dvn37smnTJvs2sIP4fQ7bt29n8ODBxMXF0atXL1544QX7NrCd69y5Mz169CA2NpbY2FhWrFgBQENDA/feey/du3enX79+TJkyxc4tbd/O9H7//jgR519paantOIiNjSU6OhoHBwfKysqYPn267Xt66NChJCUl2bu57dqGDRsYMGAAsbGx9O3blyVLlgDyPd3aTpWDfE+3ri+++IKEhARiYmIYPHgwe/bsAUDTNObMmUN0dDT9+vVj1KhRdm5pB6aJDqW8vNz27zVr1mgxMTFaXV2dtn79es1qtWqapmmvv/66NnLkSPs0sAM5evSoNmTIEG3w4MHaJ598ommapk2fPl17+umnNU3TtO3bt2thYWFaY2Oj/RrZAZwsh/79+2vr1q3TNE3TSktLtYCAAG3//v12bGX7FhkZqSUnJ7dY/sADD2j33nuv7bPp2LFjrdyyjuV07/fJjhNx4f373//WrrnmGk3TNG3dunWayWTSNE3TPvvsMy0yMtKOLWvfrFar5uPjo+3Zs0fTtKa/f6PRqFVWVsr3dCs6XQ7yPd16ysrKNF9fXy0lJUXTNE3btGmT1qdPH03TNO2VV17Rrr/+eq2hoUHTNPmetifpqe9gvL29bf+uqKhAp9Ph7OzMVVddhU6nA2Dw4MFkZmbap4EdhNVq5fbbb+f1119vdo/PlStXctdddwGQmJhIaGgoP/zwg72a2e6dKgedTsfx48cBqKmpwcnJCV9fXzu1smOqqalh4cKF/Otf/7J9NgUHB9u5Ve3X6d7vUx0n4sJbuHAhM2fOBGDs2LE4ODgATd/TeXl5mM1mezavXfvt90BlZSV+fn4YjUb5nm5lp8pBvqdbT3p6On5+fvTp0weA4cOHk52dza5du/j3v//Nc889h5OTEyDf0/YkRX0HNHXqVMLDw3nyySdZunRpi8dfffVVrrvuOju0rON46aWXGDp0KPHx8bZlpaWlmEymZh+InTt3Jjs72x5N7BBOlgM0DTN+8skniYiIIDo6mmeffVa+qC6wqVOn0q9fP2bOnElxcTHp6en4+vry7LPPkpCQwPDhw/nmm2/s3cx263Tv96mOE3FhbdmyhfLycq655poWj7366qtcddVVtiJfnF86nY4VK1Zwww03EBkZybBhw1iyZAlVVVXyPd2KTpWDk5OTfE+3ou7du1NaWsqWLVsA+PTTT6mqqiIlJYXCwkLWrVvHoEGDGDRokO3yOdH65NugA3r//fcBWLJkCbNnz2bDhg22x5599lnS0tLkP88XUEpKCqtXr5br8OzsdDk899xzzJs3j0mTJpGRkcHIkSNJSEigd+/edmhp+7dp0yYiIiIwmUw88cQT3Hbbbfzzn/8kKyuL3r1789xzz5GcnMzo0aPZv38/QUFB9m5yu2M2m0/6fq9evVo+r+xk4cKFTJ06tUXhvmzZMlauXCmZXEBms5l//vOfrFmzhhEjRpCUlMTYsWPZvXu3vZvWoZwqh3379sn3dCvy8vJi1apVPP7441RXVzNkyBDb+2w2m6mrq2Pbtm1kZmZy0UUX0bNnT/r372/nVndA9h7/L+zL2dlZKykp0TSt6dq9+Pj4Ztfdi/Pvrbfe0oKDg7XIyEgtMjJSMxqNWkBAgPbWW29prq6uza5HSkxM1L766is7trb9OlUOc+fO1ZycnJqte9NNN2nz58+3U0s7lvz8fM3d3V0rLi7W9Hq9ZjabbY8lJCTI8XCBnOr9fu211075eSUunKqqKs3d3V07ePBgs+UfffSRFhUVpWVlZdmpZR1DUlKS1r1792bLEhIStC+//FK+p1vRqXJYuXKlfE/bUX19vebt7a2lpqZq7u7uWnp6uu2xm266SXv33Xft2LqOS4r6DqS8vFzLy8uz/f7JJ59oYWFhmtVq1V588UVtwIABWllZmR1b2DGNHDnSNvHUbbfd1mwCntDQUJmAp5WcyMFsNms+Pj7aN998o2laU7ETHh6ubdmyxc4tbJ+qq6ubnUh88cUXteHDh2uapmmjR4/W1q9fr2mapmVkZGh+fn5abm6uPZrZIZzN+/3bzytx4SxYsEAbOnRos2UrVqzQoqKitMzMTDu1quMoKCjQ3N3dtQMHDmiapmmpqamaj4+PlpWVJd/TrehUOWRmZsr3dCvLz8+3/fvvf/+7dsMNN2iapml33HGH9uabb2qa1jRhYUREhLZt2za7tLGjk+H3HUhFRQU333wzdXV16PV6AgIC+Pzzz8nLy+Phhx+ma9eutltRGI1Gtm3bZucWdzzPP/88t956K927d8fJyYlly5bh6Oho72Z1KAaDgZUrV/Loo49iNpsxmUw88MADDBkyxN5Na5cKCwu58cYbsVgsaJpG165dbZcIvf3228ycOZPZs2ej1+t55513CAsLs3OL2y95v9WxcOFC7rjjjmbLJk+eTHBwcLM5b7755hv8/Pxau3ntXlBQEPPnz+eWW25Br9djtVp54403iIiIkO/pVnSqHCIjI+V7upU99dRTbN68GbPZzJAhQ1i4cCEA8+bNY/r06bz11lsAzJ49m4EDB9qzqR2WTtM0zd6NEEIIIYQQQgghxLmT2e+FEEIIIYQQQog2Sop6IYQQQgghhBCijZKiXgghhBBCCCGEaKOkqBdCCCGEEEIIIdooKeqFEEIIIYQQQog2Sop6IYQQQgghhBCijZKiXgghhBBCCCGEaKOkqBdCCCGEEEIIIdooKeqFEEIIIYQQQog2Sop6IYQQQgghhBCijfp/ufWWqEwaCXwAAAAASUVORK5CYII=", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "signal_i = devices_evset[\"signal\"]\n", - "trend_i = tp.simple_moving_average(signal_i, tp.duration.seconds(20))\n", + "trend_i = signal_i.simple_moving_average(tp.duration.seconds(20))\n", "detrend_i = signal_i - trend_i\n", - "result_i = tp.glue(signal_i, tp.rename(detrend_i, \"detrend\"))\n", + "result_i = tp.glue(signal_i, detrend_i.rename(\"detrend\"))\n", "result_i.plot()" ] }, @@ -457,7 +1200,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.4" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/src/tutorials/heart_rate_analysis.ipynb b/docs/src/tutorials/heart_rate_analysis.ipynb index d4b521201..5dfffb0b1 100644 --- a/docs/src/tutorials/heart_rate_analysis.ipynb +++ b/docs/src/tutorials/heart_rate_analysis.ipynb @@ -28,12 +28,22 @@ { "cell_type": "code", "execution_count": 1, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:55.950347Z", + "iopub.status.busy": "2023-07-24T16:47:55.950152Z", + "iopub.status.idle": "2023-07-24T16:47:57.548431Z", + "shell.execute_reply": "2023-07-24T16:47:57.547693Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ + "\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.1.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.2.1\u001b[0m\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\r\n", "Note: you may need to restart the kernel to use updated packages.\n" ] } @@ -45,13 +55,26 @@ { "cell_type": "code", "execution_count": 2, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:57.551761Z", + "iopub.status.busy": "2023-07-24T16:47:57.551476Z", + "iopub.status.idle": "2023-07-24T16:48:01.364946Z", + "shell.execute_reply": "2023-07-24T16:48:01.363979Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ + "\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.1.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.2.1\u001b[0m\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\r\n", "Note: you may need to restart the kernel to use updated packages.\n", + "\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.1.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.2.1\u001b[0m\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\r\n", "Note: you may need to restart the kernel to use updated packages.\n" ] } @@ -68,12 +91,20 @@ { "cell_type": "code", "execution_count": 3, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:48:01.368671Z", + "iopub.status.busy": "2023-07-24T16:48:01.368391Z", + "iopub.status.idle": "2023-07-24T16:48:02.367819Z", + "shell.execute_reply": "2023-07-24T16:48:02.367308Z" + } + }, "outputs": [], "source": [ "import temporian as tp\n", "\n", "import os\n", + "from typing import Dict\n", "import wfdb\n", "import pandas as pd\n", "import numpy as np\n", @@ -94,8 +125,37 @@ { "cell_type": "code", "execution_count": 4, - "metadata": {}, - "outputs": [], + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:48:02.370622Z", + "iopub.status.busy": "2023-07-24T16:48:02.370413Z", + "iopub.status.idle": "2023-07-24T16:50:35.129917Z", + "shell.execute_reply": "2023-07-24T16:50:35.128816Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generating record list for: a01\n", + "Generating record list for: a02\n", + "Generating record list for: a03\n", + "Generating record list for: a01r\n", + "Generating record list for: a02r\n", + "Generating record list for: a03r\n", + "Generating list of all files for: a01\n", + "Generating list of all files for: a02\n", + "Generating list of all files for: a03\n", + "Generating list of all files for: a01r\n", + "Generating list of all files for: a02r\n", + "Generating list of all files for: a03r\n", + "Created local base download directory: tmp/temporian_vital_signs\n", + "Downloading files...\n", + "Finished downloading files\n" + ] + } + ], "source": [ "patients = [\"a01\", \"a02\", \"a03\"]\n", "\n", @@ -121,7 +181,14 @@ { "cell_type": "code", "execution_count": 5, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:35.136478Z", + "iopub.status.busy": "2023-07-24T16:50:35.136197Z", + "iopub.status.idle": "2023-07-24T16:50:35.205982Z", + "shell.execute_reply": "2023-07-24T16:50:35.205574Z" + } + }, "outputs": [ { "data": { @@ -211,7 +278,14 @@ { "cell_type": "code", "execution_count": 6, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:35.209100Z", + "iopub.status.busy": "2023-07-24T16:50:35.208901Z", + "iopub.status.idle": "2023-07-24T16:50:42.257525Z", + "shell.execute_reply": "2023-07-24T16:50:42.256462Z" + } + }, "outputs": [ { "name": "stderr", @@ -251,6 +325,12 @@ "cell_type": "code", "execution_count": 7, "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:42.263352Z", + "iopub.status.busy": "2023-07-24T16:50:42.263059Z", + "iopub.status.idle": "2023-07-24T16:50:42.270174Z", + "shell.execute_reply": "2023-07-24T16:50:42.269671Z" + }, "tags": [] }, "outputs": [ @@ -293,6 +373,12 @@ "cell_type": "code", "execution_count": 8, "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:42.273328Z", + "iopub.status.busy": "2023-07-24T16:50:42.273133Z", + "iopub.status.idle": "2023-07-24T16:50:42.278293Z", + "shell.execute_reply": "2023-07-24T16:50:42.277860Z" + }, "tags": [] }, "outputs": [ @@ -345,11 +431,18 @@ { "cell_type": "code", "execution_count": 9, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:42.280756Z", + "iopub.status.busy": "2023-07-24T16:50:42.280569Z", + "iopub.status.idle": "2023-07-24T16:50:50.608616Z", + "shell.execute_reply": "2023-07-24T16:50:50.607788Z" + } + }, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -384,7 +477,14 @@ { "cell_type": "code", "execution_count": 10, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:50.618829Z", + "iopub.status.busy": "2023-07-24T16:50:50.618159Z", + "iopub.status.idle": "2023-07-24T16:50:51.749830Z", + "shell.execute_reply": "2023-07-24T16:50:51.749379Z" + } + }, "outputs": [ { "data": { @@ -675,7 +775,7 @@ "data": { "text/html": [ "\n", - "
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- " const render_items = [{\"docid\":\"702923d2-098b-4cbe-96dd-40fb22a27488\",\"roots\":{\"p1402\":\"fa24bdbb-5ec4-4b21-b02b-0d513a46d7ac\"},\"root_ids\":[\"p1402\"]}];\n", + " const docs_json = {\"ce800a5c-6796-4b7d-aef5-d7afc2a7d425\":{\"version\":\"3.1.1\",\"title\":\"Bokeh 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p5_x_range.start = start;\\n p5_x_range.end = end;\\n \\n }\\n \\n if (cb_obj == p4_x_range) {\\n const start = p4_x_range.start;\\n const end = p4_x_range.end;\\n \\n p1_x_range.start = start;\\n p1_x_range.end = end;\\n \\n\\n p2_x_range.start = start;\\n p2_x_range.end = end;\\n \\n\\n p3_x_range.start = start;\\n p3_x_range.end = end;\\n \\n\\n p5_x_range.start = start;\\n p5_x_range.end = end;\\n \\n }\\n \\n if (cb_obj == p5_x_range) {\\n const start = p5_x_range.start;\\n const end = p5_x_range.end;\\n \\n p1_x_range.start = start;\\n p1_x_range.end = end;\\n \\n\\n p2_x_range.start = start;\\n p2_x_range.end = end;\\n \\n\\n p3_x_range.start = start;\\n p3_x_range.end = end;\\n \\n\\n p4_x_range.start = start;\\n p4_x_range.end = end;\\n \\n }\\n 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es\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#66a61e\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1309\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#66a61e\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p1256\",\"attributes\":{\"tools\":[{\"id\":\"p1282\"},{\"id\":\"p1283\"},{\"id\":\"p1284\"},{\"id\":\"p1285\"},{\"id\":\"p1286\"},{\"id\":\"p1288\"},{\"id\":\"p1289\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p1290\"},{\"id\":\"p1291\"}]}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1275\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1276\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1277\"},\"axis_label\":\"SpO2\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1278\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1268\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1269\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1270\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1271\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1274\",\"attributes\":{\"axis\":{\"id\":\"p1268\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1281\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1275\"}}}]}},4,0]]}}],\"callbacks\":{\"type\":\"map\"}}};\n", + " const render_items = [{\"docid\":\"ce800a5c-6796-4b7d-aef5-d7afc2a7d425\",\"roots\":{\"p1402\":\"c2e3275a-0b1a-4061-af21-3e6ccd355c34\"},\"root_ids\":[\"p1402\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -759,12 +859,19 @@ { "cell_type": "code", "execution_count": 11, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:51.753967Z", + "iopub.status.busy": "2023-07-24T16:50:51.753715Z", + "iopub.status.idle": "2023-07-24T16:50:52.166848Z", + "shell.execute_reply": "2023-07-24T16:50:52.166190Z" + } + }, "outputs": [], "source": [ "# Moving minimum, maximum and range of the ECG\n", - "mmin = tp.moving_min(ecg_evset, 3.0)\n", - "mmax = tp.moving_max(ecg_evset, 3.0)\n", + "mmin = ecg_evset.moving_min(3.0)\n", + "mmax = ecg_evset.moving_max(3.0)\n", "mrange = mmax - mmin\n", "\n", "# Build a boolean feature indicating if the criterion 1 is true.\n", @@ -772,24 +879,31 @@ "criterion_1_is_valid = ecg_evset - (mmin + mrange * 0.7) > 0.0\n", "\n", "# Filter the events where criterion 1 is not true.\n", - "criterion_1_candidates = tp.filter(criterion_1_is_valid)\n", + "criterion_1_candidates = criterion_1_is_valid.filter()\n", "\n", "# Build a boolean feature indicating if the criterion 2 is true.\n", "#\n", "# The criterion 2 is only computed for the events where criterion 1 is valid.\n", - "criterion_2_is_valid = tp.since_last(criterion_1_candidates) > 60.0 / 200\n", + "criterion_2_is_valid = criterion_1_candidates.since_last() > 60.0 / 200\n", "\n", "# Filter the events where criterion 1 + 2 is not true.\n", - "heart_beats = tp.filter(criterion_2_is_valid)\n", + "heart_beats = criterion_2_is_valid.filter()\n", "\n", "# Rename the new created feature \"heart beat\" to make nice plots.\n", - "heart_beats = tp.rename(heart_beats, \"heart beat\")\n" + "heart_beats = heart_beats.rename(\"heart beat\")\n" ] }, { "cell_type": "code", "execution_count": 12, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:52.169615Z", + "iopub.status.busy": "2023-07-24T16:50:52.169435Z", + "iopub.status.idle": "2023-07-24T16:50:52.546311Z", + "shell.execute_reply": "2023-07-24T16:50:52.545841Z" + } + }, "outputs": [ { "data": { @@ -1080,7 +1194,7 @@ "data": { "text/html": [ "\n", - "
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p5_x_range.start = start;\\n p5_x_range.end = end;\\n \\n }\\n \\n if (cb_obj == p4_x_range) {\\n const start = p4_x_range.start;\\n const end = p4_x_range.end;\\n \\n p1_x_range.start = start;\\n p1_x_range.end = end;\\n \\n\\n p2_x_range.start = start;\\n p2_x_range.end = end;\\n \\n\\n p3_x_range.start = start;\\n p3_x_range.end = end;\\n \\n\\n p5_x_range.start = start;\\n p5_x_range.end = end;\\n \\n }\\n \\n if (cb_obj == p5_x_range) {\\n const start = p5_x_range.start;\\n const end = p5_x_range.end;\\n \\n p1_x_range.start = start;\\n p1_x_range.end = end;\\n \\n\\n p2_x_range.start = start;\\n p2_x_range.end = end;\\n \\n\\n p3_x_range.start = start;\\n p3_x_range.end = end;\\n \\n\\n p4_x_range.start = start;\\n p4_x_range.end = end;\\n \\n }\\n 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}\n", " if (root.Bokeh !== undefined) {\n", @@ -1129,9 +1243,9 @@ "# the intermediate results.\n", "to_plot = [\n", " ecg_evset,\n", - " tp.rename(criterion_1_is_valid, \"criterion_1_is_valid\"),\n", - " tp.rename(criterion_1_candidates, \"criterion_1_candidates\"),\n", - " tp.rename(criterion_2_is_valid, \"criterion_2_is_valid\"),\n", + " criterion_1_is_valid.rename(\"criterion_1_is_valid\"),\n", + " criterion_1_candidates.rename(\"criterion_1_candidates\"),\n", + " criterion_2_is_valid.rename(\"criterion_2_is_valid\"),\n", " heart_beats,\n", "]\n", "\n", @@ -1155,6 +1269,12 @@ "cell_type": "code", "execution_count": 13, "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:52.549300Z", + "iopub.status.busy": "2023-07-24T16:50:52.549115Z", + "iopub.status.idle": "2023-07-24T16:50:52.795814Z", + "shell.execute_reply": "2023-07-24T16:50:52.795381Z" + }, "tags": [] }, "outputs": [ @@ -1447,7 +1567,7 @@ "data": { "text/html": [ "\n", - "
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if (cb_obj == p1_x_range) {\\n const start = p1_x_range.start;\\n const end = p1_x_range.end;\\n \\n p2_x_range.start = start;\\n p2_x_range.end = end;\\n \\n }\\n \\n if (cb_obj == p2_x_range) {\\n const start = p2_x_range.start;\\n const end = p2_x_range.end;\\n \\n p1_x_range.start = start;\\n p1_x_range.end = end;\\n \\n }\\n 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\"},\"shape\":[22140],\"dtype\":\"bool\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p2775\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p2776\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p2771\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":{\"type\":\"value\",\"value\":\"#1b9e77\"},\"fill_color\":{\"type\":\"value\",\"value\":\"#1b9e77\"},\"hatch_color\":{\"type\":\"value\",\"value\":\"#1b9e77\"}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Scatt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   6   7   7   7   7   8   8   8   8   7   7   7   7   7   7   7   7   7   7   7   7   7   7   7   6   6   6   6   6   6   7   7   7   7   7   7   7   7   7   7   7   8   8   8   8   8   8   8   8   8   8   8   9   9   9   9   9   :   :   :   :   :   :   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   8   8   8   8   8   7   7   6   5   4   4   4   4   4   5   5   5   6   6   6   6   6   7   7   7   8   7   7   7   6   6   6   5   5   5   5   5   5   5   5   5   5   5   5   5   5   5   5   5   5   5   5   5   5   5   5   5   6   6   6   6   5   6   6   6   6   6   6   6   6   5   6   6   5   5   4   4   4   4   4   4   4   4   4   4   5   5   5   5   5   5   5   5   5   5   5   5   6   6   6   6   6   7   7   7   7   7   7   7   7   7   8   8   8   8   8   8   9   9   9   9   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   ;   :   :   ;   :   :   :   :   :   :   :   :   :   9   9   9   9   9   9   9   9   9   9   9   8   8   7   7   7   6   6   6   6   6   6   6   7   7   8   8   8   8   8   8   9   9   9   9   9   9   9   9   9   :   :   :   :   ;   ;   ;   ;   ;   ;   <   <   <   =   =   =   =   >   >   >   >   >   >   >   ?   ?   ?   @   @   @   A   A   A   A   A   A   A   B   B   B   B   B   B   B   B   B   B   B   A   A   @   @   @   @   @   @   @   ?   ?   ?   ?   >   =   =   <   <   ;   ;   :   :   9   9   9   9   9   9   :   :   :   ;   ;   ;   <   <   <   <   =   =   =   >   >   >   >   ?   ?   @   @   A   A   A   B   B   C   C   D   D   D   E   E   F   F   F   F   E   E   E   E   E   E   E   D   D   E   E   E   E   E   E   E   E   E   E   E   F   F   F   F   F   F   G   G   F   F   F   E   E   D   C   C   B   A   A   @   @   >   >   =   <   ;   :   :   9   8   7   7   7   7   7   7   7   8   8   8   8   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   :   9   :   :   :   :   :   :   :   :   :   9   9   9   9   9   9   9   9   9   8   9   9   8   8   8   8   7   7   7   7   7   7   7   7   7   7   8   8   8   7   7   7   7   7   7   7   7   7   7   7   7   7   7   6   7   6   6   6   6   6   6   6   6   6   6   6   6   6   6   6   6   6   6   6   6   6   6   6   6   7   7   7   8   8   8   8   7   7   7   7   7   7   7   8   8   8   9   9   9   9   9   9   9   9   9   9   9   9   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   9   9   9   9   9   :   :   :   :   :   :   :   :   :   :   :   :   :   :   9   9   9   8   8   8   8   8   8   8   8   8   8   7   7   7   7   7   7   7   6   6   6   6   6   6   7   7   7   8   8   8   9   9   9   :   :   :   :   :   :   :   :   :   9   9   9   8   8   8   8   7   8   8   8   8   8   8   8   8   8   8   8   8   8   8   8   8   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   9   8   8   7   7   7   7   6   7   6   7   7   7   7   7   7   7   7   7   7   7   7   7   7   8   8   8   8   8   9   9   9   :   :   :   :   :   9   9   9   9   9   9   9   9   :   :   9   9   9   9   9   9   9   9   9   9   9   9   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   ;   ;   ;   ;   <   ;   ;   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   :   ;   ;   ;   ;   ;   :   :   :   :   \"},\"shape\":[22140],\"dtype\":\"int32\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p2838\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p2839\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p2834\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#d95f02\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p2835\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#d95f02\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p2836\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#d95f02\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p2784\",\"attributes\":{\"tools\":[{\"id\":\"p2809\"},{\"id\":\"p2810\"},{\"id\":\"p2811\"},{\"id\":\"p2812\"},{\"id\":\"p2813\"},{\"id\":\"p2815\"},{\"id\":\"p2816\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p2817\"},{\"id\":\"p2818\"}]}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p2802\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p2803\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p2804\"},\"axis_label\":\"heart rate\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p2805\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p2795\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p2796\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p2797\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p2798\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p2801\",\"attributes\":{\"axis\":{\"id\":\"p2795\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p2808\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p2802\"}}}]}},1,0]]}}],\"callbacks\":{\"type\":\"map\"}}};\n", - " const render_items = [{\"docid\":\"a688087f-0899-42b0-89af-a0e5c1ad247d\",\"roots\":{\"p2881\":\"b5b72d10-5dcf-4375-86ec-3a9f51ae3ac6\"},\"root_ids\":[\"p2881\"]}];\n", + " const docs_json = {\"70ba4b7c-80f0-43e5-b778-091dd73f3c98\":{\"version\":\"3.1.1\",\"title\":\"Bokeh Application\",\"defs\":[],\"roots\":[{\"type\":\"object\",\"name\":\"GridPlot\",\"id\":\"p2881\",\"attributes\":{\"rows\":null,\"cols\":null,\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p2880\",\"attributes\":{\"logo\":null,\"tools\":[{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p2871\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p2746\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p2809\",\"attributes\":{\"dimensions\":\"width\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p2872\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p2747\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p2810\"}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p2873\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p2748\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p2811\",\"attributes\":{\"dimensions\":\"width\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p2874\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p2749\",\"attributes\":{\"dimensions\":\"height\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p2812\",\"attributes\":{\"dimensions\":\"height\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p2875\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p2750\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p2751\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"bottom_units\":\"canvas\",\"top_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}}}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p2813\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p2814\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"bottom_units\":\"canvas\",\"top_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}}}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p2876\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p2752\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p2815\"}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p2877\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p2753\"},{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p2816\"}]}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p2878\"},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p2879\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p2755\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p2818\",\"attributes\":{\"renderers\":\"auto\"}}]}}]}},\"toolbar_location\":\"right\",\"children\":[[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p2714\",\"attributes\":{\"width\":500,\"height\":150,\"x_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p2767\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:start\",[{\"type\":\"object\",\"name\":\"CustomJS\",\"id\":\"p2840\",\"attributes\":{\"args\":{\"type\":\"map\",\"entries\":[[\"p1_x_range\",{\"id\":\"p2767\"}],[\"p2_x_range\",{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p2830\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:start\",[{\"id\":\"p2840\"}]],[\"change:end\",[{\"id\":\"p2840\"}]]]},\"end\":21600.0}}]]},\"code\":\"\\n if (cb_obj == p1_x_range) {\\n const start = p1_x_range.start;\\n const end = p1_x_range.end;\\n \\n p2_x_range.start = start;\\n p2_x_range.end = end;\\n \\n }\\n \\n if (cb_obj == p2_x_range) {\\n const start = p2_x_range.start;\\n const end = p2_x_range.end;\\n \\n p1_x_range.start = start;\\n p1_x_range.end = end;\\n \\n }\\n 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\"},\"shape\":[22140],\"dtype\":\"bool\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p2775\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p2776\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p2771\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":{\"type\":\"value\",\"value\":\"#1b9e77\"},\"fill_color\":{\"type\":\"value\",\"value\":\"#1b9e77\"},\"hatch_color\":{\"type\":\"value\",\"value\":\"#1b9e77\"}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Scatt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rate\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p2805\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p2795\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p2796\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p2797\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p2798\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p2801\",\"attributes\":{\"axis\":{\"id\":\"p2795\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p2808\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p2802\"}}}]}},1,0]]}}],\"callbacks\":{\"type\":\"map\"}}};\n", + " const render_items = [{\"docid\":\"70ba4b7c-80f0-43e5-b778-091dd73f3c98\",\"roots\":{\"p2881\":\"c5800286-2a6e-44e9-8367-fe543abdb817\"},\"root_ids\":[\"p2881\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -1493,8 +1613,8 @@ ], "source": [ "# Number of events in the last 60 seconds.\n", - "heart_rate = tp.moving_count(heart_beats, tp.duration.seconds(60))\n", - "heart_rate = tp.rename(heart_rate, \"heart rate\")\n", + "heart_rate = heart_beats.moving_count(tp.duration.seconds(60))\n", + "heart_rate = heart_rate.rename(\"heart rate\")\n", "\n", "to_plot = [\n", " heart_beats,\n", @@ -1523,6 +1643,12 @@ "cell_type": "code", "execution_count": 14, "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:52.804082Z", + "iopub.status.busy": "2023-07-24T16:50:52.803760Z", + "iopub.status.idle": "2023-07-24T16:50:53.144528Z", + "shell.execute_reply": "2023-07-24T16:50:53.144088Z" + }, "tags": [] }, "outputs": [ @@ -1815,7 +1941,7 @@ "data": { "text/html": [ "\n", - "
\n" + "
\n" ] }, "metadata": {}, @@ -1826,8 +1952,8 @@ "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", - " const docs_json = {\"10229b74-e430-45cb-8118-14d82ffca623\":{\"version\":\"3.1.1\",\"title\":\"Bokeh Application\",\"defs\":[],\"roots\":[{\"type\":\"object\",\"name\":\"GridPlot\",\"id\":\"p3424\",\"attributes\":{\"rows\":null,\"cols\":null,\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p3423\",\"attributes\":{\"logo\":null,\"tools\":[{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3414\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p3211\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p3274\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p3337\",\"attributes\":{\"dimensions\":\"width\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3415\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p3212\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p3275\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p3338\"}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3416\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p3213\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p3276\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p3339\",\"attributes\":{\"dimensions\":\"width\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3417\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p3214\",\"attributes\":{\"dimensions\":\"height\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p3277\",\"attributes\":{\"dimensions\":\"height\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p3340\",\"attributes\":{\"dimensions\":\"height\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3418\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p3215\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p3216\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"bottom_units\":\"canvas\",\"top_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}}}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p3278\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p3279\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"bottom_units\":\"canvas\",\"top_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}}}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p3341\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p3342\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"bottom_units\":\"canvas\",\"top_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}}}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3419\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p3217\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p3280\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p3343\"}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3420\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p3218\"},{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p3281\"},{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p3344\"}]}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p3421\"},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3422\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p3220\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p3283\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p3346\",\"attributes\":{\"renderers\":\"auto\"}}]}}]}},\"toolbar_location\":\"right\",\"children\":[[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p3179\",\"attributes\":{\"width\":500,\"height\":150,\"x_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p3232\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:start\",[{\"type\":\"object\",\"name\":\"CustomJS\",\"id\":\"p3368\",\"attributes\":{\"args\":{\"type\":\"map\",\"entries\":[[\"p1_x_range\",{\"id\":\"p3232\"}],[\"p2_x_range\",{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p3295\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:start\",[{\"id\":\"p3368\"}]],[\"change:end\",[{\"id\":\"p3368\"}]]]},\"end\":21600.0}}],[\"p3_x_range\",{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p3358\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:start\",[{\"id\":\"p3368\"}]],[\"change:end\",[{\"id\":\"p3368\"}]]]},\"end\":21600.0}}]]},\"code\":\"\\n if (cb_obj == p1_x_range) {\\n const start = p1_x_range.start;\\n const end = p1_x_range.end;\\n \\n p2_x_range.start = start;\\n p2_x_range.end = end;\\n \\n\\n p3_x_range.start = start;\\n p3_x_range.end = end;\\n \\n }\\n \\n if (cb_obj == p2_x_range) {\\n const start = p2_x_range.start;\\n const end = p2_x_range.end;\\n \\n p1_x_range.start = start;\\n p1_x_range.end = end;\\n \\n\\n p3_x_range.start = start;\\n p3_x_range.end = end;\\n \\n }\\n \\n if (cb_obj == p3_x_range) {\\n const start = p3_x_range.start;\\n const end = p3_x_range.end;\\n \\n p1_x_range.start = start;\\n p1_x_range.end = end;\\n \\n\\n p2_x_range.start = start;\\n p2_x_range.end = end;\\n \\n }\\n 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\"},\"shape\":[22140],\"dtype\":\"bool\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p3240\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p3241\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p3236\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":{\"type\":\"value\",\"value\":\"#1b9e77\"},\"fill_color\":{\"type\":\"value\",\"value\":\"#1b9e77\"},\"hatch_color\":{\"type\":\"value\",\"value\":\"#1b9e77\"}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Scatt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\"},\"shape\":[22140],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p3366\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p3367\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p3362\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#7570b3\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p3363\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#7570b3\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p3364\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#7570b3\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p3312\",\"attributes\":{\"tools\":[{\"id\":\"p3337\"},{\"id\":\"p3338\"},{\"id\":\"p3339\"},{\"id\":\"p3340\"},{\"id\":\"p3341\"},{\"id\":\"p3343\"},{\"id\":\"p3344\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p3345\"},{\"id\":\"p3346\"}]}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p3330\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p3331\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p3332\"},\"axis_label\":\"heart rate variability\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p3333\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p3323\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p3324\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p3325\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p3326\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p3329\",\"attributes\":{\"axis\":{\"id\":\"p3323\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p3336\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p3330\"}}}]}},2,0]]}}],\"callbacks\":{\"type\":\"map\"}}};\n", - " const render_items = [{\"docid\":\"10229b74-e430-45cb-8118-14d82ffca623\",\"roots\":{\"p3424\":\"ffa9fd26-36f1-46ed-8874-bdf7d150964e\"},\"root_ids\":[\"p3424\"]}];\n", + " const docs_json = {\"47f0e6cb-efa0-4018-89e9-793e8645ef74\":{\"version\":\"3.1.1\",\"title\":\"Bokeh Application\",\"defs\":[],\"roots\":[{\"type\":\"object\",\"name\":\"GridPlot\",\"id\":\"p3424\",\"attributes\":{\"rows\":null,\"cols\":null,\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p3423\",\"attributes\":{\"logo\":null,\"tools\":[{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3414\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p3211\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p3274\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p3337\",\"attributes\":{\"dimensions\":\"width\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3415\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p3212\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p3275\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p3338\"}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3416\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p3213\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p3276\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p3339\",\"attributes\":{\"dimensions\":\"width\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3417\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p3214\",\"attributes\":{\"dimensions\":\"height\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p3277\",\"attributes\":{\"dimensions\":\"height\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p3340\",\"attributes\":{\"dimensions\":\"height\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3418\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p3215\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p3216\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"bottom_units\":\"canvas\",\"top_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}}}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p3278\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p3279\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"bottom_units\":\"canvas\",\"top_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}}}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p3341\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p3342\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"bottom_units\":\"canvas\",\"top_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}}}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3419\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p3217\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p3280\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p3343\"}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3420\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p3218\"},{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p3281\"},{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p3344\"}]}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p3421\"},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p3422\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p3220\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p3283\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p3346\",\"attributes\":{\"renderers\":\"auto\"}}]}}]}},\"toolbar_location\":\"right\",\"children\":[[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p3179\",\"attributes\":{\"width\":500,\"height\":150,\"x_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p3232\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:start\",[{\"type\":\"object\",\"name\":\"CustomJS\",\"id\":\"p3368\",\"attributes\":{\"args\":{\"type\":\"map\",\"entries\":[[\"p1_x_range\",{\"id\":\"p3232\"}],[\"p2_x_range\",{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p3295\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:start\",[{\"id\":\"p3368\"}]],[\"change:end\",[{\"id\":\"p3368\"}]]]},\"end\":21600.0}}],[\"p3_x_range\",{\"typ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if (cb_obj == p1_x_range) {\\n const start = p1_x_range.start;\\n const end = p1_x_range.end;\\n \\n p2_x_range.start = start;\\n p2_x_range.end = end;\\n \\n\\n p3_x_range.start = start;\\n p3_x_range.end = end;\\n \\n }\\n \\n if (cb_obj == p2_x_range) {\\n const start = p2_x_range.start;\\n const end = p2_x_range.end;\\n \\n p1_x_range.start = start;\\n p1_x_range.end = end;\\n \\n\\n p3_x_range.start = start;\\n p3_x_range.end = end;\\n \\n }\\n \\n if (cb_obj == p3_x_range) {\\n const start = p3_x_range.start;\\n const end = p3_x_range.end;\\n \\n p1_x_range.start = start;\\n p1_x_range.end = end;\\n \\n\\n p2_x_range.start = start;\\n p2_x_range.end = end;\\n \\n }\\n 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\"},\"shape\":[22140],\"dtype\":\"bool\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p3240\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p3241\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Scatter\",\"id\":\"p3236\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":{\"type\":\"value\",\"value\":\"#1b9e77\"},\"fill_color\":{\"type\":\"value\",\"value\":\"#1b9e77\"},\"hatch_color\":{\"type\":\"value\",\"value\":\"#1b9e77\"}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Scatt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\"},\"shape\":[22140],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p3366\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p3367\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p3362\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#7570b3\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p3363\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#7570b3\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p3364\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#7570b3\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p3312\",\"attributes\":{\"tools\":[{\"id\":\"p3337\"},{\"id\":\"p3338\"},{\"id\":\"p3339\"},{\"id\":\"p3340\"},{\"id\":\"p3341\"},{\"id\":\"p3343\"},{\"id\":\"p3344\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p3345\"},{\"id\":\"p3346\"}]}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p3330\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p3331\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p3332\"},\"axis_label\":\"heart rate variability\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p3333\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p3323\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p3324\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p3325\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p3326\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p3329\",\"attributes\":{\"axis\":{\"id\":\"p3323\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p3336\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p3330\"}}}]}},2,0]]}}],\"callbacks\":{\"type\":\"map\"}}};\n", + " const render_items = [{\"docid\":\"47f0e6cb-efa0-4018-89e9-793e8645ef74\",\"roots\":{\"p3424\":\"eb9e7c56-d41c-4b1e-9027-e3a902d73ca4\"},\"root_ids\":[\"p3424\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -1861,10 +1987,10 @@ ], "source": [ "# Time since the last event.\n", - "rr_interval = tp.since_last(heart_beats)\n", + "rr_interval = heart_beats.since_last()\n", "\n", - "heart_rate_variability = tp.moving_standard_deviation(rr_interval, 240.0) * 1000.0\n", - "heart_rate_variability = tp.rename(heart_rate_variability, \"heart rate variability\")\n", + "heart_rate_variability = rr_interval.moving_standard_deviation(240.0) * 1000.0\n", + "heart_rate_variability = heart_rate_variability.rename(\"heart rate variability\")\n", "\n", "to_plot = [\n", " heart_beats,\n", @@ -1889,19 +2015,25 @@ "source": [ "Currently, heart rate and heart rate variability are calculated at every heartbeat, resulting in a large amount of non-uniform sampled data. To enhance compatibility with other systems, a better approach is to compute the heart rate at a regular internal (e.g., every 10 seconds).\n", "\n", - "- `tp.tick` generates uniformly sampled timestamps.\n", - "- `tp.resample` samples a feature using the timestamps of another node.\n", + "- `EventSet.tick()` generates uniformly sampled timestamps.\n", + "- `EventSet.resample()` samples a feature using the timestamps of another node.\n", "\n", "**Note:**\n", "\n", - "- Window functions like tp.`moving_count` have an optional `sampling` argument which is equivalent, but more efficient than calling `tp.moving_count` and `tp.resample` separately. Our dataset is small enought that it does not matter.\n", - "- The plotting functions (e.g., `tp.plot`) select automatically the plotting style according to the data. Uniformly sampled features are plotted with a continuous line, while non-uniformly sampled features are plotted with dots." + "- Window functions like `EventSet.moving_count()` have an optional `sampling` argument which is equivalent, but more efficient than calling `EventSet.moving_count()` and `EventSet.resample()` separately. Our dataset is small enought that it does not matter.\n", + "- The plotting functions (e.g., `tp.plot()`) select automatically the plotting style according to the data. Uniformly sampled features are plotted with a continuous line, while non-uniformly sampled features are plotted with dots." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:53.157095Z", + "iopub.status.busy": "2023-07-24T16:50:53.156909Z", + "iopub.status.idle": "2023-07-24T16:50:53.716187Z", + "shell.execute_reply": "2023-07-24T16:50:53.715661Z" + }, "tags": [] }, "outputs": [ @@ -2194,7 +2326,7 @@ "data": { "text/html": [ "\n", - "
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render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -2240,15 +2372,15 @@ ], "source": [ "# A unique sampling every 10s\n", - "uniform_sampling_10s = tp.tick(heart_rate, interval=tp.duration.seconds(10))\n", + "uniform_sampling_10s = heart_rate.tick(interval=tp.duration.seconds(10))\n", "\n", "# Resample the heart rate every 10 seconds.\n", - "heart_rate_every_10s = tp.resample(heart_rate, sampling=uniform_sampling_10s)\n", - "heart_rate_every_10s = tp.rename(heart_rate_every_10s, \"heart rate (10s)\")\n", + "heart_rate_every_10s = heart_rate.resample(sampling=uniform_sampling_10s)\n", + "heart_rate_every_10s = heart_rate_every_10s.rename(\"heart rate (10s)\")\n", "\n", "# Resample the heart rate variability every 10 seconds.\n", - "heart_rate_variability_every_10s = tp.resample(heart_rate_variability, sampling=uniform_sampling_10s)\n", - "heart_rate_variability_every_10s = tp.rename(heart_rate_variability_every_10s, \"heart rate variability (10s)\")\n", + "heart_rate_variability_every_10s = heart_rate_variability.resample(sampling=uniform_sampling_10s)\n", + "heart_rate_variability_every_10s = heart_rate_variability_every_10s.rename(\"heart rate variability (10s)\")\n", "\n", "to_plot = [\n", " uniform_sampling_10s,\n", @@ -2281,6 +2413,12 @@ "cell_type": "code", "execution_count": 16, "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:53.718890Z", + "iopub.status.busy": "2023-07-24T16:50:53.718696Z", + "iopub.status.idle": "2023-07-24T16:50:54.223633Z", + "shell.execute_reply": "2023-07-24T16:50:54.223202Z" + }, "tags": [] }, "outputs": [ @@ -2573,7 +2711,7 @@ "data": { "text/html": [ "\n", - "
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       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   =   :   :   :   <   ;   ;   ;   ;   ;   :   :   8   :   =   =   =   >   @   B   >   <   <   <   >   :   ;   ;   :   =   =   =   =   >   @   =   ;   ;   <   >   ?   A   A   B   C   A   >   >   =   ?   =   <   <   =   >   :   :   9   7   9   9   9   :   :   <   ;   ;   :   :   9   <   9   :   :   :   =   <   ;   ;   :   ;   :   8   9   8   8   :   9   9   9   9   9   9   :   ;   =   ?   A   ?   D   I   G   E   E   B   =   9   9   9   8   :   :   8   8   6   7   8   7   7   7   6   9   7   7   7   8   8   8   8   8   8   8   8   8   8   9   9   9   :   8   6   6   8   8   8   9   9   8   5   9   9   8   8   :   <   8   8   8   7   ;   9   9   9   <   <   8   8   6   8   7   :   =   @   C   A   B   @   =   <   <   =   <   ;   :   <   ;   9   8   7   5   2   6   7   7   8   9   7   2   1   7   8   9   :   :   :   8   6   5   6   8   6   3   7   7   7   7   9   9   5   5   4   5   6   5   5   6   8   7   5   5   5   4   3   6   7   9   >   ?   @   <   9   9   8   :   9   ;   <   :   :   9   <   =   >   =   9   8   <   A   A   B   D   B   ;   7   9   9   9   9   :   8   6   8   7   7   6   :   :   9   9   9   9   9   8   7   7   8   8   6   8   8   9   9   7   :   9   9   8   9   9   8   9   :   :   :   :   8   8   7   6   6   7   7   6   8   9   :   :   <   :   9   8   7   7   7   8   :   ;   <   <   <   ;   :   9   9   9   8   9   9   9   ;   ;   8   9   7   6   5   7   7   7   8   9   :   9   9   9   9   8   6   7   7   8   9   9   8   9   9   7   7   9   ;   9   9   8   :   9   8   9   8   8   7   6   6   5   6   8   7   7   7   8   :   8   9   9   :   ;   9   9   9   8   :   8   9   8   8   <   A   E   D   F   F   D   <   8   8   6   7   8   8   8   8   9   ;   :   ;   ;   ;   >   A   A   A   B   E   F   B   D   H   L   L   K   L   J   H   E   G   G   G   H   H   I   F   F   F   F   \"},\"shape\":[2956],\"dtype\":\"int32\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p5056\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p5057\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5052\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#1b9e77\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5053\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#1b9e77\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5054\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#1b9e77\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p5003\",\"attributes\":{\"tools\":[{\"id\":\"p5028\"},{\"id\":\"p5029\"},{\"id\":\"p5030\"},{\"id\":\"p5031\"},{\"id\":\"p5032\"},{\"id\":\"p5034\"},{\"id\":\"p5035\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p5036\"},{\"id\":\"p5037\"}]}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p5021\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p5022\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p5023\"},\"axis_label\":\"heart 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   D   F   E   G   H   H   E   E   F   F   E   D   G   D   E   E   D   D   A   @   C   B   C   F   H   J   J   L   L   I   H   L   K   I   K   L   N   M   M   O   Q   S   P   O   O   N   N   K   M   M   O   O   M   O   N   O   M   N   N   M   M   K   M   L   L   L   J   K   K   J   K   L   M   M   N   N   N   M   N   N   M   L   L   L   J   K   L   M   N   P   P   R   R   R   Q   P   N   K   L   J   K   K   K   K   I   K   K   M   M   Q   P   P   Q   N   O   P   P   P   P   O   P   O   Q   P   P   Q   Q   R   R   S   S   R   P   N   I   F   D   A   @   ?   B   D   B   F   F   F   G   F   F   D   E   D   C   D   D   G   G   G   F   G   F   E   E   G   I   K   K   H   J   K   J   J   G   J   F   E   E   D   E   A   B   A   C   A   D   G   J   I   G   I   I   H   I   M   M   N   Q   P   J   I   J   H   H   M   O   P   P   S   Q   Q   P   M   M   I   J   I   F   F   D   F   F   E   E   I   C   A   <   ;   ;   8   >   >   D   E   G   H   G   H   E   E   G   J   I   J   J   I   E   D   E   D   F   G   G   F   F   G   H   G   H   H   E   C   B   @   B   ?   E   E   F   G   E   H   H   G   F   E   D   C   B   B   B   E   F   H   H   H   H   F   D   D   C   C   B   E   G   E   H   J   L   M   K   L   J   J   G   F   E   D   A   @   ?   =   >   <   >   ?   B   @   @   B   B   D   E   I   J   L   M   M   O   Q   Q   Q   Q   Q   R   Q   Q   Q   R   Q   O   P   P   P   O   P   Q   Q   P   O   P   Q   P   P   Q   R   Q   O   P   M   K   K   J   J   I   K   K   K   K   K   M   M   L   N   O   O   N   N   Q   P   P   R   S   T   P   O   O   M   L   L   M   O   O   O   \"},\"shape\":[3181],\"dtype\":\"int32\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p5180\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p5181\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5176\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#1b9e77\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5177\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#1b9e77\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5178\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#1b9e77\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p5127\",\"attributes\":{\"tools\":[{\"id\":\"p5152\"},{\"id\":\"p5153\"},{\"id\":\"p5154\"},{\"id\":\"p5155\"},{\"id\":\"p5156\"},{\"id\":\"p5158\"},{\"id\":\"p5159\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p5160\"},{\"id\":\"p5161\"}]}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p5145\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p5146\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p5147\"},\"axis_label\":\"heart 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\"},\"shape\":[3134],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p5366\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p5367\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5362\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#d95f02\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5363\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#d95f02\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5364\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#d95f02\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p5313\",\"attributes\":{\"tools\":[{\"id\":\"p5338\"},{\"id\":\"p5339\"},{\"id\":\"p5340\"},{\"id\":\"p5341\"},{\"id\":\"p5342\"},{\"id\":\"p5344\"},{\"id\":\"p5345\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p5346\"},{\"id\":\"p5347\"}]}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p5331\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p5332\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p5333\"},\"axis_label\":\"heart rate variability (10s)\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p5334\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p5324\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p5325\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p5326\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p5327\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p5330\",\"attributes\":{\"axis\":{\"id\":\"p5324\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p5337\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p5331\"}}}]}},5,0]]}}],\"callbacks\":{\"type\":\"map\"}}};\n", - " const render_items = [{\"docid\":\"fc329483-3b4d-4c66-b549-b9d01fed841a\",\"roots\":{\"p5469\":\"bbb540c6-5a3e-42c0-aeca-62ddb77d5e4f\"},\"root_ids\":[\"p5469\"]}];\n", + " const docs_json = {\"98ab4a2b-e59b-48ef-95cb-ed4d6c8566b7\":{\"version\":\"3.1.1\",\"title\":\"Bokeh 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       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   =   :   :   :   <   ;   ;   ;   ;   ;   :   :   8   :   =   =   =   >   @   B   >   <   <   <   >   :   ;   ;   :   =   =   =   =   >   @   =   ;   ;   <   >   ?   A   A   B   C   A   >   >   =   ?   =   <   <   =   >   :   :   9   7   9   9   9   :   :   <   ;   ;   :   :   9   <   9   :   :   :   =   <   ;   ;   :   ;   :   8   9   8   8   :   9   9   9   9   9   9   :   ;   =   ?   A   ?   D   I   G   E   E   B   =   9   9   9   8   :   :   8   8   6   7   8   7   7   7   6   9   7   7   7   8   8   8   8   8   8   8   8   8   8   9   9   9   :   8   6   6   8   8   8   9   9   8   5   9   9   8   8   :   <   8   8   8   7   ;   9   9   9   <   <   8   8   6   8   7   :   =   @   C   A   B   @   =   <   <   =   <   ;   :   <   ;   9   8   7   5   2   6   7   7   8   9   7   2   1   7   8   9   :   :   :   8   6   5   6   8   6   3   7   7   7   7   9   9   5   5   4   5   6   5   5   6   8   7   5   5   5   4   3   6   7   9   >   ?   @   <   9   9   8   :   9   ;   <   :   :   9   <   =   >   =   9   8   <   A   A   B   D   B   ;   7   9   9   9   9   :   8   6   8   7   7   6   :   :   9   9   9   9   9   8   7   7   8   8   6   8   8   9   9   7   :   9   9   8   9   9   8   9   :   :   :   :   8   8   7   6   6   7   7   6   8   9   :   :   <   :   9   8   7   7   7   8   :   ;   <   <   <   ;   :   9   9   9   8   9   9   9   ;   ;   8   9   7   6   5   7   7   7   8   9   :   9   9   9   9   8   6   7   7   8   9   9   8   9   9   7   7   9   ;   9   9   8   :   9   8   9   8   8   7   6   6   5   6   8   7   7   7   8   :   8   9   9   :   ;   9   9   9   8   :   8   9   8   8   <   A   E   D   F   F   D   <   8   8   6   7   8   8   8   8   9   ;   :   ;   ;   ;   >   A   A   A   B   E   F   B   D   H   L   L   K   L   J   H   E   G   G   G   H   H   I   F   F   F   F   \"},\"shape\":[2956],\"dtype\":\"int32\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p5056\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p5057\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5052\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#1b9e77\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5053\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#1b9e77\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5054\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#1b9e77\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p5003\",\"attributes\":{\"tools\":[{\"id\":\"p5028\"},{\"id\":\"p5029\"},{\"id\":\"p5030\"},{\"id\":\"p5031\"},{\"id\":\"p5032\"},{\"id\":\"p5034\"},{\"id\":\"p5035\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p5036\"},{\"id\":\"p5037\"}]}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p5021\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p5022\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p5023\"},\"axis_label\":\"heart 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   D   F   E   G   H   H   E   E   F   F   E   D   G   D   E   E   D   D   A   @   C   B   C   F   H   J   J   L   L   I   H   L   K   I   K   L   N   M   M   O   Q   S   P   O   O   N   N   K   M   M   O   O   M   O   N   O   M   N   N   M   M   K   M   L   L   L   J   K   K   J   K   L   M   M   N   N   N   M   N   N   M   L   L   L   J   K   L   M   N   P   P   R   R   R   Q   P   N   K   L   J   K   K   K   K   I   K   K   M   M   Q   P   P   Q   N   O   P   P   P   P   O   P   O   Q   P   P   Q   Q   R   R   S   S   R   P   N   I   F   D   A   @   ?   B   D   B   F   F   F   G   F   F   D   E   D   C   D   D   G   G   G   F   G   F   E   E   G   I   K   K   H   J   K   J   J   G   J   F   E   E   D   E   A   B   A   C   A   D   G   J   I   G   I   I   H   I   M   M   N   Q   P   J   I   J   H   H   M   O   P   P   S   Q   Q   P   M   M   I   J   I   F   F   D   F   F   E   E   I   C   A   <   ;   ;   8   >   >   D   E   G   H   G   H   E   E   G   J   I   J   J   I   E   D   E   D   F   G   G   F   F   G   H   G   H   H   E   C   B   @   B   ?   E   E   F   G   E   H   H   G   F   E   D   C   B   B   B   E   F   H   H   H   H   F   D   D   C   C   B   E   G   E   H   J   L   M   K   L   J   J   G   F   E   D   A   @   ?   =   >   <   >   ?   B   @   @   B   B   D   E   I   J   L   M   M   O   Q   Q   Q   Q   Q   R   Q   Q   Q   R   Q   O   P   P   P   O   P   Q   Q   P   O   P   Q   P   P   Q   R   Q   O   P   M   K   K   J   J   I   K   K   K   K   K   M   M   L   N   O   O   N   N   Q   P   P   R   S   T   P   O   O   M   L   L   M   O   O   O   \"},\"shape\":[3181],\"dtype\":\"int32\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p5180\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p5181\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5176\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#1b9e77\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5177\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#1b9e77\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5178\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#1b9e77\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p5127\",\"attributes\":{\"tools\":[{\"id\":\"p5152\"},{\"id\":\"p5153\"},{\"id\":\"p5154\"},{\"id\":\"p5155\"},{\"id\":\"p5156\"},{\"id\":\"p5158\"},{\"id\":\"p5159\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p5160\"},{\"id\":\"p5161\"}]}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p5145\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p5146\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p5147\"},\"axis_label\":\"heart 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\"},\"shape\":[3134],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p5366\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p5367\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5362\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#d95f02\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5363\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#d95f02\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p5364\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"#d95f02\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p5313\",\"attributes\":{\"tools\":[{\"id\":\"p5338\"},{\"id\":\"p5339\"},{\"id\":\"p5340\"},{\"id\":\"p5341\"},{\"id\":\"p5342\"},{\"id\":\"p5344\"},{\"id\":\"p5345\"},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p5346\"},{\"id\":\"p5347\"}]}},\"toolbar_location\":null,\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p5331\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p5332\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p5333\"},\"axis_label\":\"heart rate variability (10s)\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p5334\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p5324\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p5325\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p5326\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p5327\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p5330\",\"attributes\":{\"axis\":{\"id\":\"p5324\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p5337\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p5331\"}}}]}},5,0]]}}],\"callbacks\":{\"type\":\"map\"}}};\n", + " const render_items = [{\"docid\":\"98ab4a2b-e59b-48ef-95cb-ed4d6c8566b7\",\"roots\":{\"p5469\":\"d5605b51-c753-4227-bb16-4bf0ce76783e\"},\"root_ids\":[\"p5469\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -2656,11 +2794,18 @@ { "cell_type": "code", "execution_count": 17, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:54.229057Z", + "iopub.status.busy": "2023-07-24T16:50:54.228850Z", + "iopub.status.idle": "2023-07-24T16:50:54.931336Z", + "shell.execute_reply": "2023-07-24T16:50:54.930884Z" + } + }, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -2671,47 +2816,47 @@ ], "source": [ "@tp.compile\n", - "def detect_heart_beats(ecg):\n", + "def detect_heart_beats(ecg: tp.EventSetOrNode) -> Dict[str, tp.EventSetOrNode]:\n", " # Moving minimum, maximum and range of the ECG\n", - " mmin = tp.moving_min(ecg, 3.0)\n", - " mmax = tp.moving_max(ecg, 3.0)\n", + " mmin = ecg.moving_min(3.0)\n", + " mmax = ecg.moving_max(3.0)\n", " mrange = mmax - mmin\n", " \n", " # Build a boolean feature indicating if the criterion 1 is true.\n", " criterion_1_is_valid = ecg - (mmin + mrange * 0.7) > 0.0\n", " \n", " # Filter the events where criterion 1 is not true.\n", - " criterion_1_candidates = tp.filter(criterion_1_is_valid)\n", + " criterion_1_candidates = criterion_1_is_valid.filter()\n", " \n", " # Build a boolean feature indicating if the criterion 2 is true.\n", " #\n", " # The criterion 2 is only computed for the events where criterion 1 is valid.\n", - " criterion_2_is_valid = tp.since_last(criterion_1_candidates) > 60.0 / 200\n", + " criterion_2_is_valid = criterion_1_candidates.since_last() > 60.0 / 200\n", " \n", " # Filter the events where criterion 1 + 2 is not true.\n", - " heart_beats = tp.filter(criterion_2_is_valid)\n", + " heart_beats = criterion_2_is_valid.filter()\n", " \n", " # Rename the new created feature \"heart beat\" to make nice plots.\n", - " heart_beats = tp.rename(heart_beats, \"heart beat\")\n", + " heart_beats = heart_beats.rename(\"heart beat\")\n", " # Number of events in the last 60 seconds.\n", - " heart_rate = tp.moving_count(heart_beats, tp.duration.seconds(60))\n", - " heart_rate = tp.rename(heart_rate, \"heart rate\")\n", + " heart_rate = heart_beats.moving_count(tp.duration.seconds(60))\n", + " heart_rate = heart_rate.rename(\"heart rate\")\n", " \n", " # Time since the last event.\n", - " rr_interval = tp.since_last(heart_beats)\n", + " rr_interval = heart_beats.since_last()\n", " \n", - " heart_rate_variability = tp.moving_standard_deviation(rr_interval, 240.0) * 1000.0\n", - " heart_rate_variability = tp.rename(heart_rate_variability, \"heart rate variability\")\n", + " heart_rate_variability = rr_interval.moving_standard_deviation(240.0) * 1000.0\n", + " heart_rate_variability = heart_rate_variability.rename(\"heart rate variability\")\n", " # A unique sampling every 10s\n", - " uniform_sampling_10s = tp.tick(heart_rate, interval=tp.duration.seconds(10))\n", + " uniform_sampling_10s = heart_rate.tick(interval=tp.duration.seconds(10))\n", " \n", " # Resample the heart rate every 10 seconds.\n", - " heart_rate_every_10s = tp.resample(heart_rate, sampling=uniform_sampling_10s)\n", - " heart_rate_every_10s = tp.rename(heart_rate_every_10s, \"heart rate (10s)\")\n", + " heart_rate_every_10s = heart_rate.resample(sampling=uniform_sampling_10s)\n", + " heart_rate_every_10s = heart_rate_every_10s.rename(\"heart rate (10s)\")\n", " \n", " # Resample the heart rate variability every 10 seconds.\n", - " heart_rate_variability_every_10s = tp.resample(heart_rate_variability, sampling=uniform_sampling_10s)\n", - " heart_rate_variability_every_10s = tp.rename(heart_rate_variability_every_10s, \"heart rate variability (10s)\")\n", + " heart_rate_variability_every_10s = heart_rate_variability.resample(sampling=uniform_sampling_10s)\n", + " heart_rate_variability_every_10s = heart_rate_variability_every_10s.rename(\"heart rate variability (10s)\")\n", "\n", " return {\n", " \"hb\": heart_beats,\n", @@ -2739,11 +2884,18 @@ { "cell_type": "code", "execution_count": 18, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:54.934278Z", + "iopub.status.busy": "2023-07-24T16:50:54.934084Z", + "iopub.status.idle": "2023-07-24T16:50:55.699184Z", + "shell.execute_reply": "2023-07-24T16:50:55.698558Z" + } + }, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -2771,14 +2923,21 @@ "At the beginning of the records, it may take some time to detect enough beats for an accurate heart rate reading. Please update the definition of `heart_rate_every_10s` such that it does not compute the heart beat during the first minute of the record.\n", "\n", "**Help:**\n", - "- The `tp.begin(x)` function creates a single event at the beginning of the record.\n", - "- `tp.since_last(input=tp.begin(x), sampling=x)` is the time since the start of the record." + "- The `evset.begin()` function creates a single event at the beginning of the record.\n", + "- `evset.begin().since_last(sampling=evset)` is the time since the start of the record." ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 19, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:55.701867Z", + "iopub.status.busy": "2023-07-24T16:50:55.701668Z", + "iopub.status.idle": "2023-07-24T16:50:55.704202Z", + "shell.execute_reply": "2023-07-24T16:50:55.703779Z" + } + }, "outputs": [], "source": [ "# Your answer\n" @@ -2786,11 +2945,350 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:50:55.706596Z", + "iopub.status.busy": "2023-07-24T16:50:55.706424Z", + "iopub.status.idle": "2023-07-24T16:50:56.055909Z", + "shell.execute_reply": "2023-07-24T16:50:56.055492Z" + }, "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " const force = true;\n", + "\n", + " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", + " root._bokeh_onload_callbacks = [];\n", + " root._bokeh_is_loading = undefined;\n", + " }\n", + "\n", + "const JS_MIME_TYPE = 'application/javascript';\n", + " const HTML_MIME_TYPE = 'text/html';\n", + " const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", + " const CLASS_NAME = 'output_bokeh rendered_html';\n", + "\n", + " /**\n", + " * Render data to the DOM node\n", + " */\n", + " function render(props, node) {\n", + " const script = document.createElement(\"script\");\n", + " node.appendChild(script);\n", + " }\n", + "\n", + " /**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + " function handleClearOutput(event, handle) {\n", + " const cell = handle.cell;\n", + "\n", + " const id = cell.output_area._bokeh_element_id;\n", + " const server_id = cell.output_area._bokeh_server_id;\n", + " // Clean up Bokeh references\n", + " if (id != null && id in Bokeh.index) {\n", + " Bokeh.index[id].model.document.clear();\n", + " delete Bokeh.index[id];\n", + " }\n", + "\n", + " if (server_id !== undefined) {\n", + " // Clean up Bokeh references\n", + " const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n", + " cell.notebook.kernel.execute(cmd_clean, {\n", + " iopub: {\n", + " output: function(msg) {\n", + " const id = msg.content.text.trim();\n", + " if (id in Bokeh.index) {\n", + " Bokeh.index[id].model.document.clear();\n", + " delete Bokeh.index[id];\n", + " }\n", + " }\n", + " }\n", + " });\n", + " // Destroy server and session\n", + " const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n", + " cell.notebook.kernel.execute(cmd_destroy);\n", + " }\n", + " }\n", + "\n", + " /**\n", + " * Handle when a new output is added\n", + " */\n", + " function handleAddOutput(event, handle) {\n", + " const output_area = handle.output_area;\n", + " const output = handle.output;\n", + "\n", + " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n", + " if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + "\n", + " const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + "\n", + " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n", + " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n", + " // store reference to embed id on output_area\n", + " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " }\n", + " if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " const bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " const script_attrs = bk_div.children[0].attributes;\n", + " for (let i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + " }\n", + "\n", + " function register_renderer(events, OutputArea) {\n", + "\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " const toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[toinsert.length - 1]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " /* Handle when an output is cleared or removed */\n", + " events.on('clear_output.CodeCell', handleClearOutput);\n", + " events.on('delete.Cell', handleClearOutput);\n", + "\n", + " /* Handle when a new output is added */\n", + " events.on('output_added.OutputArea', handleAddOutput);\n", + "\n", + " /**\n", + " * Register the mime type and append_mime function with output_area\n", + " */\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " /* Is output safe? */\n", + " safe: true,\n", + " /* Index of renderer in `output_area.display_order` */\n", + " index: 0\n", + " });\n", + " }\n", + "\n", + " // register the mime type if in Jupyter Notebook environment and previously unregistered\n", + " if (root.Jupyter !== undefined) {\n", + " const events = require('base/js/events');\n", + " const OutputArea = require('notebook/js/outputarea').OutputArea;\n", + "\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " }\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " const NB_LOAD_WARNING = {'data': {'text/html':\n", + " \"
\\n\"+\n", + " \"

\\n\"+\n", + " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n", + " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n", + " \"

\\n\"+\n", + " \"
    \\n\"+\n", + " \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n", + " \"
  • use INLINE resources instead, as so:
    • \\n\"+\n", + " \"
\\n\"+\n", + " \"\\n\"+\n", + " \"from bokeh.resources import INLINE\\n\"+\n", + " \"output_notebook(resources=INLINE)\\n\"+\n", + " \"\\n\"+\n", + " \"
\"}};\n", + "\n", + " function display_loaded() {\n", + " const el = document.getElementById(null);\n", + " if (el != null) {\n", + " el.textContent = \"BokehJS is loading...\";\n", + " }\n", + " if (root.Bokeh !== undefined) {\n", + " if (el != null) {\n", + " el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n", + " }\n", + " } else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(display_loaded, 100)\n", + " }\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls == null || js_urls.length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length;\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + "\n", + " function on_error(url) {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " for (let i = 0; i < css_urls.length; i++) {\n", + " const url = css_urls[i];\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error.bind(null, url);\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " for (let i = 0; i < js_urls.length; i++) {\n", + " const url = js_urls[i];\n", + " const element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error.bind(null, url);\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.1.1.min.js\"];\n", + " const css_urls = [];\n", + "\n", + " const inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {\n", + " }\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if (root.Bokeh !== undefined || force === true) {\n", + " for (let i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + "} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " } else if (force !== true) {\n", + " const cell = $(document.getElementById(null)).parents('.cell').data().cell;\n", + " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n", + " }\n", + " }\n", + "\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n", + " run_inline_js();\n", + " } else {\n", + " load_libs(css_urls, js_urls, function() {\n", + " console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + " run_inline_js();\n", + " });\n", + " }\n", + "}(window));" + ], + "application/vnd.bokehjs_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(null);\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.1.1.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(null)).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "(function(root) {\n", + " function embed_document(root) {\n", + " const docs_json = {\"7841f355-060b-46e3-8330-8df0a9f8ba88\":{\"version\":\"3.1.1\",\"title\":\"Bokeh Application\",\"defs\":[],\"roots\":[{\"type\":\"object\",\"name\":\"GridPlot\",\"id\":\"p6490\",\"attributes\":{\"rows\":null,\"cols\":null,\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p6489\",\"attributes\":{\"logo\":null,\"tools\":[{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p6480\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p6277\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p6340\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p6403\",\"attributes\":{\"dimensions\":\"width\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p6481\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p6278\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p6341\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p6404\"}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p6482\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p6279\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p6342\",\"attributes\":{\"dimensions\":\"width\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p6405\",\"attributes\":{\"dimensions\":\"width\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p6483\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p6280\",\"attributes\":{\"dimensions\":\"height\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p6343\",\"attributes\":{\"dimensions\":\"height\"}},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p6406\",\"attributes\":{\"dimensions\":\"height\"}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p6484\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p6281\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p6282\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"bottom_units\":\"canvas\",\"top_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}}}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p6344\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p6345\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"bottom_units\":\"canvas\",\"top_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}}}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p6407\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p6408\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"bottom_units\":\"canvas\",\"top_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}}}}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p6485\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p6283\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p6346\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p6409\"}]}},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p6486\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p6284\"},{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p6347\"},{\"type\":\"object\",\"name\":\"UndoTool\",\"id\":\"p6410\"}]}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p6487\"},{\"type\":\"object\",\"name\":\"ToolProxy\",\"id\":\"p6488\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p6286\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p6349\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p6412\",\"attributes\":{\"renderers\":\"auto\"}}]}}]}},\"toolbar_location\":\"right\",\"children\":[[{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"p6245\",\"attributes\":{\"width\":1024,\"height\":150,\"x_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p6298\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:start\",[{\"type\":\"object\",\"name\":\"CustomJS\",\"id\":\"p6434\",\"attributes\":{\"args\":{\"type\":\"map\",\"entries\":[[\"p1_x_range\",{\"id\":\"p6298\"}],[\"p2_x_range\",{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p6361\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:start\",[{\"id\":\"p6434\"}]],[\"change:end\",[{\"id\":\"p6434\"}]]]},\"end\":300.0}}],[\"p3_x_range\",{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"p6424\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:start\",[{\"id\":\"p6434\"}]],[\"change:end\",[{\"id\":\"p6434\"}]]]},\"end\":300.0}}]]},\"code\":\"\\n 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+ " const render_items = [{\"docid\":\"7841f355-060b-46e3-8330-8df0a9f8ba88\",\"roots\":{\"p6490\":\"e60a4009-e64b-4401-b0b9-46f9d61b6a28\"},\"root_ids\":[\"p6490\"]}];\n", + " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", + " }\n", + " if (root.Bokeh !== undefined) {\n", + " embed_document(root);\n", + " } else {\n", + " let attempts = 0;\n", + " const timer = setInterval(function(root) {\n", + " if (root.Bokeh !== undefined) {\n", + " clearInterval(timer);\n", + " embed_document(root);\n", + " } else {\n", + " attempts++;\n", + " if (attempts > 100) {\n", + " clearInterval(timer);\n", + " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", + " }\n", + " }\n", + " }, 10, root)\n", + " }\n", + "})(window);" + ], + "application/vnd.bokehjs_exec.v0+json": "" + }, + "metadata": { + "application/vnd.bokehjs_exec.v0+json": { + "id": "p6490" + } + }, + "output_type": "display_data" + } + ], "source": [ "# Solution\n", "# ========\n", @@ -2806,14 +3304,14 @@ "\n", "\n", "# A single event at the start of a record.\n", - "begin = tp.begin(heart_rate)\n", + "begin = heart_rate.begin()\n", "\n", "# A boolean feature that indicate if at least 60 seconds have run.\n", - "more_than_60s_since_begin = tp.since_last(input=begin, sampling=heart_rate_every_10s) > 60\n", + "more_than_60s_since_begin = begin.since_last(sampling=heart_rate_every_10s) > 60\n", "\n", "# Remove heart rate measurements during the first 60 seconds.\n", - "improved_heart_rate = tp.filter(heart_rate_every_10s, more_than_60s_since_begin)\n", - "improved_heart_rate = tp.rename(improved_heart_rate,\"improved_heart_rate\")\n", + "improved_heart_rate = heart_rate_every_10s.filter(more_than_60s_since_begin)\n", + "improved_heart_rate = improved_heart_rate.rename(\"improved_heart_rate\")\n", "\n", "# Plot the result\n", "to_plot = [\n", @@ -2855,7 +3353,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.4" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/src/tutorials/loan_outcomes_prediction.ipynb b/docs/src/tutorials/loan_outcomes_prediction.ipynb index c2e55c97b..c1500a70d 100644 --- a/docs/src/tutorials/loan_outcomes_prediction.ipynb +++ b/docs/src/tutorials/loan_outcomes_prediction.ipynb @@ -27,12 +27,22 @@ { "cell_type": "code", "execution_count": 1, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:00.257082Z", + "iopub.status.busy": "2023-07-24T16:47:00.256365Z", + "iopub.status.idle": "2023-07-24T16:47:01.989557Z", + "shell.execute_reply": "2023-07-24T16:47:01.988753Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ + "\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.1.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.2.1\u001b[0m\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\r\n", "Note: you may need to restart the kernel to use updated packages.\n" ] } @@ -45,12 +55,22 @@ { "cell_type": "code", "execution_count": 2, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:01.992975Z", + "iopub.status.busy": "2023-07-24T16:47:01.992707Z", + "iopub.status.idle": "2023-07-24T16:47:06.237767Z", + "shell.execute_reply": "2023-07-24T16:47:06.236835Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ + "\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.1.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.2.1\u001b[0m\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\r\n", "Note: you may need to restart the kernel to use updated packages.\n" ] } @@ -62,7 +82,14 @@ { "cell_type": "code", "execution_count": 3, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:06.241707Z", + "iopub.status.busy": "2023-07-24T16:47:06.241372Z", + "iopub.status.idle": "2023-07-24T16:47:08.054619Z", + "shell.execute_reply": "2023-07-24T16:47:08.053519Z" + } + }, "outputs": [], "source": [ "import pandas as pd\n", @@ -90,21 +117,25 @@ { "cell_type": "code", "execution_count": 4, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:08.060830Z", + "iopub.status.busy": "2023-07-24T16:47:08.060349Z", + "iopub.status.idle": "2023-07-24T16:47:33.652586Z", + "shell.execute_reply": "2023-07-24T16:47:33.651821Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Loading cached tables from tmp/temporian_loan\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/1s/pm6kmpl94fjd1klsl1b_vcsc0000gn/T/ipykernel_2025/2969384387.py:28: DtypeWarning: Columns (9) have mixed types. Specify dtype option on import or set low_memory=False.\n", - " df_trx = pd.read_csv(path_df_trx, index_col=[0])\n" + "Connecting to DB...\n", + "Retrieving table: loan -> df_loan\n", + "Took 1.6 seconds\n", + "Retrieving table: trans -> df_trx\n", + "Took 19.5 seconds\n", + "Caching tables into: tmp/temporian_loan\n" ] } ], @@ -143,7 +174,14 @@ { "cell_type": "code", "execution_count": 5, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:33.655863Z", + "iopub.status.busy": "2023-07-24T16:47:33.655675Z", + "iopub.status.idle": "2023-07-24T16:47:33.680883Z", + "shell.execute_reply": "2023-07-24T16:47:33.680475Z" + } + }, "outputs": [ { "data": { @@ -314,14 +352,21 @@ } ], "source": [ - "# Check we've 682 loans\n", + "# Check we have 682 loans\n", "df_loan" ] }, { "cell_type": "code", "execution_count": 6, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:33.683535Z", + "iopub.status.busy": "2023-07-24T16:47:33.683346Z", + "iopub.status.idle": "2023-07-24T16:47:33.692771Z", + "shell.execute_reply": "2023-07-24T16:47:33.692395Z" + } + }, "outputs": [ { "data": { @@ -366,8 +411,8 @@ " VKLAD\n", " 1000\n", " 1000\n", - " NaN\n", - " NaN\n", + " None\n", + " None\n", " NaN\n", " \n", " \n", @@ -379,7 +424,7 @@ " PREVOD Z UCTU\n", " 3679\n", " 4679\n", - " NaN\n", + " None\n", " AB\n", " 41403269.0\n", " \n", @@ -392,7 +437,7 @@ " PREVOD Z UCTU\n", " 3679\n", " 20977\n", - " NaN\n", + " None\n", " AB\n", " 41403269.0\n", " \n", @@ -405,7 +450,7 @@ " PREVOD Z UCTU\n", " 3679\n", " 26835\n", - " NaN\n", + " None\n", " AB\n", " 41403269.0\n", " \n", @@ -418,7 +463,7 @@ " PREVOD Z UCTU\n", " 3679\n", " 30415\n", - " NaN\n", + " None\n", " AB\n", " 41403269.0\n", " \n", @@ -441,11 +486,11 @@ " 10451\n", " 1998-08-31\n", " PRIJEM\n", - " NaN\n", + " None\n", " 62\n", " 17300\n", " UROK\n", - " NaN\n", + " None\n", " NaN\n", " \n", " \n", @@ -454,11 +499,11 @@ " 10451\n", " 1998-09-30\n", " PRIJEM\n", - " NaN\n", + " None\n", " 49\n", " 13442\n", " UROK\n", - " NaN\n", + " None\n", " NaN\n", " \n", " \n", @@ -467,11 +512,11 @@ " 10451\n", " 1998-10-31\n", " PRIJEM\n", - " NaN\n", + " None\n", " 34\n", " 10118\n", " UROK\n", - " NaN\n", + " None\n", " NaN\n", " \n", " \n", @@ -480,11 +525,11 @@ " 10451\n", " 1998-11-30\n", " PRIJEM\n", - " NaN\n", + " None\n", " 26\n", " 8398\n", " UROK\n", - " NaN\n", + " None\n", " NaN\n", " \n", " \n", @@ -493,11 +538,11 @@ " 10451\n", " 1998-12-31\n", " PRIJEM\n", - " NaN\n", + " None\n", " 42\n", " 13695\n", " UROK\n", - " NaN\n", + " None\n", " NaN\n", " \n", " \n", @@ -513,24 +558,24 @@ "3 7 1 1995-06-13 PRIJEM PREVOD Z UCTU 3679 \n", "4 8 1 1995-07-13 PRIJEM PREVOD Z UCTU 3679 \n", "... ... ... ... ... ... ... \n", - "1056315 3682983 10451 1998-08-31 PRIJEM NaN 62 \n", - "1056316 3682984 10451 1998-09-30 PRIJEM NaN 49 \n", - "1056317 3682985 10451 1998-10-31 PRIJEM NaN 34 \n", - "1056318 3682986 10451 1998-11-30 PRIJEM NaN 26 \n", - "1056319 3682987 10451 1998-12-31 PRIJEM NaN 42 \n", + "1056315 3682983 10451 1998-08-31 PRIJEM None 62 \n", + "1056316 3682984 10451 1998-09-30 PRIJEM None 49 \n", + "1056317 3682985 10451 1998-10-31 PRIJEM None 34 \n", + "1056318 3682986 10451 1998-11-30 PRIJEM None 26 \n", + "1056319 3682987 10451 1998-12-31 PRIJEM None 42 \n", "\n", - " balance k_symbol bank account \n", - "0 1000 NaN NaN NaN \n", - "1 4679 NaN AB 41403269.0 \n", - "2 20977 NaN AB 41403269.0 \n", - "3 26835 NaN AB 41403269.0 \n", - "4 30415 NaN AB 41403269.0 \n", - "... ... ... ... ... \n", - "1056315 17300 UROK NaN NaN \n", - "1056316 13442 UROK NaN NaN \n", - "1056317 10118 UROK NaN NaN \n", - "1056318 8398 UROK NaN NaN \n", - "1056319 13695 UROK NaN NaN \n", + " balance k_symbol bank account \n", + "0 1000 None None NaN \n", + "1 4679 None AB 41403269.0 \n", + "2 20977 None AB 41403269.0 \n", + "3 26835 None AB 41403269.0 \n", + "4 30415 None AB 41403269.0 \n", + "... ... ... ... ... \n", + "1056315 17300 UROK None NaN \n", + "1056316 13442 UROK None NaN \n", + "1056317 10118 UROK None NaN \n", + "1056318 8398 UROK None NaN \n", + "1056319 13695 UROK None NaN \n", "\n", "[1056320 rows x 10 columns]" ] @@ -560,7 +605,14 @@ { "cell_type": "code", "execution_count": 7, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:33.695224Z", + "iopub.status.busy": "2023-07-24T16:47:33.695044Z", + "iopub.status.idle": "2023-07-24T16:47:33.699417Z", + "shell.execute_reply": "2023-07-24T16:47:33.699024Z" + } + }, "outputs": [], "source": [ "# Check that all accounts have a single loan\n", @@ -570,7 +622,14 @@ { "cell_type": "code", "execution_count": 8, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:33.701613Z", + "iopub.status.busy": "2023-07-24T16:47:33.701443Z", + "iopub.status.idle": "2023-07-24T16:47:33.976106Z", + "shell.execute_reply": "2023-07-24T16:47:33.975658Z" + } + }, "outputs": [ { "name": "stdout", @@ -635,7 +694,14 @@ { "cell_type": "code", "execution_count": 9, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:33.978565Z", + "iopub.status.busy": "2023-07-24T16:47:33.978381Z", + "iopub.status.idle": "2023-07-24T16:47:33.991858Z", + "shell.execute_reply": "2023-07-24T16:47:33.991371Z" + } + }, "outputs": [ { "data": { @@ -667,13 +733,20 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Create Temporian Events" + "## Create a Temporian EventSet" ] }, { "cell_type": "code", "execution_count": 10, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:33.994283Z", + "iopub.status.busy": "2023-07-24T16:47:33.994113Z", + "iopub.status.idle": "2023-07-24T16:47:34.196313Z", + "shell.execute_reply": "2023-07-24T16:47:34.195838Z" + } + }, "outputs": [ { "name": "stderr", @@ -696,33 +769,33 @@ " 'trans_id': [ 1 5 199 ... 97 49 3530482]\n", " 'type': [b'PRIJEM' b'PRIJEM' b'PRIJEM' ... b'VYDAJ' b'PRIJEM' b'PRIJEM']\n", " 'operation': [b'VKLAD' b'PREVOD Z UCTU' b'VKLAD' ... b'PREVOD NA UCET' b'PREVOD Z UCTU'\n", - " b'nan']\n", + " b'None']\n", " 'amount': [ 1000 3679 12600 ... 2452 3679 53]\n", " 'balance': [ 1000 4679 17279 ... 9735 13414 13467]\n", - " 'k_symbol': [b'nan' b'nan' b'nan' ... b'SIPO' b'nan' b'UROK']\n", - " 'bank': [b'nan' b'AB' b'nan' ... b'YZ' b'AB' b'nan']\n", + " 'k_symbol': [b'None' b'None' b'None' ... b'SIPO' b'None' b'UROK']\n", + " 'bank': [b'None' b'AB' b'None' ... b'YZ' b'AB' b'None']\n", " 'account': [ nan 41403269. nan ... 87144583. 41403269. nan]\n", " 'valid': [ True True True ... False False False]\n", " account_id=2 (478 events):\n", " timestamps: [7.3068e+08 7.3189e+08 7.3328e+08 ... 9.1368e+08 9.1385e+08 9.1506e+08]\n", " 'trans_id': [ 276 279 697 ... 619 622 3530552]\n", " 'type': [b'PRIJEM' b'PRIJEM' b'PRIJEM' ... b'VYDAJ' b'VYDAJ' b'PRIJEM']\n", - " 'operation': [b'VKLAD' b'PREVOD Z UCTU' b'VKLAD' ... b'VYBER' b'VYBER' b'nan']\n", + " 'operation': [b'VKLAD' b'PREVOD Z UCTU' b'VKLAD' ... b'VYBER' b'VYBER' b'None']\n", " 'amount': [ 1100 20236 3700 ... 8700 3000 157]\n", " 'balance': [ 1100 21336 25036 ... 45471 42471 42628]\n", - " 'k_symbol': [b'nan' b'nan' b'nan' ... b'nan' b'nan' b'UROK']\n", - " 'bank': [b'nan' b'ST' b'nan' ... b'nan' b'nan' b'nan']\n", + " 'k_symbol': [b'None' b'None' b'None' ... b'None' b'None' b'UROK']\n", + " 'bank': [b'None' b'ST' b'None' ... b'None' b'None' b'None']\n", " 'account': [ nan 66487163. nan ... nan nan nan]\n", " 'valid': [ True True True ... False False False]\n", " account_id=3 (117 events):\n", " timestamps: [8.6823e+08 8.6858e+08 8.7031e+08 ... 9.1333e+08 9.1446e+08 9.1506e+08]\n", " 'trans_id': [ 837 844 3530553 ... 861 939 3530570]\n", " 'type': [b'PRIJEM' b'PRIJEM' b'PRIJEM' ... b'PRIJEM' b'VYDAJ' b'PRIJEM']\n", - " 'operation': [b'VKLAD' b'VKLAD' b'nan' ... b'VKLAD' b'VYBER' b'nan']\n", + " 'operation': [b'VKLAD' b'VKLAD' b'None' ... b'VKLAD' b'VYBER' b'None']\n", " 'amount': [ 1000 7502 24 ... 11253 2560 210]\n", " 'balance': [ 1000 8502 8526 ... 53447 50887 51096]\n", - " 'k_symbol': [b'nan' b'nan' b'UROK' ... b'nan' b'nan' b'UROK']\n", - " 'bank': [b'nan' b'nan' b'nan' ... b'nan' b'nan' b'nan']\n", + " 'k_symbol': [b'None' b'None' b'UROK' ... b'None' b'None' b'UROK']\n", + " 'bank': [b'None' b'None' b'None' ... b'None' b'None' b'None']\n", " 'account': [nan nan nan ... nan nan nan]\n", " 'valid': [ True True True ... False False False]\n", " account_id=4 (186 events):\n", @@ -730,22 +803,22 @@ " 'trans_id': [ 1017 1020 1021 ... 1053 1125 3530600]\n", " 'type': [b'PRIJEM' b'PRIJEM' b'PRIJEM' ... b'PRIJEM' b'VYDAJ' b'PRIJEM']\n", " 'operation': [b'VKLAD' b'PREVOD Z UCTU' b'PREVOD Z UCTU' ... b'PREVOD Z UCTU'\n", - " b'PREVOD NA UCET' b'nan']\n", + " b'PREVOD NA UCET' b'None']\n", " 'amount': [ 800 5553 5553 ... 5553 1285 136]\n", " 'balance': [ 800 6353 11906 ... 34870 33585 33721]\n", - " 'k_symbol': [b'nan' b'DUCHOD' b'DUCHOD' ... b'DUCHOD' b' ' b'UROK']\n", - " 'bank': [b'nan' b'UV' b'UV' ... b'UV' b'UV' b'nan']\n", + " 'k_symbol': [b'None' b'DUCHOD' b'DUCHOD' ... b'DUCHOD' b' ' b'UROK']\n", + " 'bank': [b'None' b'UV' b'UV' ... b'UV' b'UV' b'None']\n", " 'account': [ nan 89899795. 89899795. ... 89899795. 5848086. nan]\n", " 'valid': [ True True True ... False False False]\n", " account_id=5 (84 events):\n", " timestamps: [8.6495e+08 8.6616e+08 8.6875e+08 ... 9.1420e+08 9.1454e+08 9.1506e+08]\n", " 'trans_id': [ 1237 1243 1244 ... 1340 1287 3530615]\n", " 'type': [b'PRIJEM' b'PRIJEM' b'PRIJEM' ... b'VYDAJ' b'VYDAJ' b'PRIJEM']\n", - " 'operation': [b'VKLAD' b'PREVOD Z UCTU' b'PREVOD Z UCTU' ... b'VYBER' b'VYBER' b'nan']\n", + " 'operation': [b'VKLAD' b'PREVOD Z UCTU' b'PREVOD Z UCTU' ... b'VYBER' b'VYBER' b'None']\n", " 'amount': [ 600 5017 5017 ... 100 850 122]\n", " 'balance': [ 600 5617 10634 ... 28816 27966 28088]\n", - " 'k_symbol': [b'nan' b'DUCHOD' b'DUCHOD' ... b'nan' b'nan' b'UROK']\n", - " 'bank': [b'nan' b'KL' b'KL' ... b'nan' b'nan' b'nan']\n", + " 'k_symbol': [b'None' b'DUCHOD' b'DUCHOD' ... b'None' b'None' b'UROK']\n", + " 'bank': [b'None' b'KL' b'KL' ... b'None' b'None' b'None']\n", " 'account': [ nan 66297393. 66297393. ... nan nan nan]\n", " 'valid': [False False False ... False False False]\n", " account_id=6 (246 events):\n", @@ -753,15 +826,15 @@ " 'trans_id': [ 1356 1366 1367 ... 1476 1491 3530662]\n", " 'type': [b'PRIJEM' b'PRIJEM' b'PRIJEM' ... b'VYDAJ' b'VYDAJ' b'PRIJEM']\n", " 'operation': [b'VKLAD' b'PREVOD Z UCTU' b'PREVOD Z UCTU' ... b'PREVOD NA UCET' b'VYBER'\n", - " b'nan']\n", + " b'None']\n", " 'amount': [ 900 6669 6669 ... 3954 450 193]\n", " 'balance': [ 900 7569 14238 ... 47925 47475 47668]\n", - " 'k_symbol': [b'nan' b'DUCHOD' b'DUCHOD' ... b'SIPO' b'nan' b'UROK']\n", - " 'bank': [b'nan' b'OP' b'OP' ... b'AB' b'nan' b'nan']\n", + " 'k_symbol': [b'None' b'DUCHOD' b'DUCHOD' ... b'SIPO' b'None' b'UROK']\n", + " 'bank': [b'None' b'OP' b'OP' ... b'AB' b'None' b'None']\n", " 'account': [ nan 150186. 150186. ... 44486999. nan nan]\n", " 'valid': [ True True True ... False False False]\n", " ... (641 remaining)\n", - "memory usage: 12.0 MB" + "memory usage: 12.1 MB" ] }, "execution_count": 10, @@ -788,6 +861,12 @@ "cell_type": "code", "execution_count": 11, "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:34.198848Z", + "iopub.status.busy": "2023-07-24T16:47:34.198626Z", + "iopub.status.idle": "2023-07-24T16:47:36.988038Z", + "shell.execute_reply": "2023-07-24T16:47:36.987596Z" + }, "scrolled": true }, "outputs": [ @@ -800,7 +879,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -841,7 +920,14 @@ { "cell_type": "code", "execution_count": 12, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:36.993679Z", + "iopub.status.busy": "2023-07-24T16:47:36.993423Z", + "iopub.status.idle": "2023-07-24T16:47:37.854716Z", + "shell.execute_reply": "2023-07-24T16:47:37.854252Z" + } + }, "outputs": [ { "name": "stdout", @@ -852,7 +938,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -863,7 +949,7 @@ ], "source": [ "# Filter only valid transactions\n", - "valid_trx = tp.filter(trx_evset, trx_evset[\"valid\"])\n", + "valid_trx = trx_evset.filter(trx_evset[\"valid\"])\n", "\n", "# Get amount with sign +/- depending on type of transaction\n", "# - PRIJEM: deposit\n", @@ -873,16 +959,16 @@ "is_vyber = tp.equal_scalar(valid_trx[\"type\"], \"VYBER\")\n", "is_withdrawal = is_vydaj | is_vyber\n", "\n", - "trx_sign = -1 * tp.cast(is_withdrawal, int) + tp.cast(is_deposit, int)\n", + "trx_sign = -1 * is_withdrawal.cast(int) + is_deposit.cast(int)\n", "trx_signed_amount = trx_sign * valid_trx[\"amount\"]\n", "\n", "# Accumulated amount (signed) should be equal to \"balance\"\n", - "balance = tp.cumsum(trx_signed_amount)\n", + "balance = trx_signed_amount.cumsum()\n", "\n", "# Output features\n", "result = tp.glue(\n", " valid_trx[[\"amount\", \"balance\"]],\n", - " tp.rename(balance, \"balance_calculated\"),\n", + " balance.rename(\"balance_calculated\"),\n", ")\n", "\n", "# Plot registered vs. calculated balance, only 3 accounts (2 plots per index)\n", @@ -910,11 +996,18 @@ { "cell_type": "code", "execution_count": 13, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:37.858827Z", + "iopub.status.busy": "2023-07-24T16:47:37.858638Z", + "iopub.status.idle": "2023-07-24T16:47:38.393527Z", + "shell.execute_reply": "2023-07-24T16:47:38.393091Z" + } + }, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -950,9 +1043,25 @@ "cell_type": "code", "execution_count": 14, "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:38.396406Z", + "iopub.status.busy": "2023-07-24T16:47:38.396209Z", + "iopub.status.idle": "2023-07-24T16:47:40.015252Z", + "shell.execute_reply": "2023-07-24T16:47:40.014333Z" + }, "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.1.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.2.1\u001b[0m\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\r\n" + ] + } + ], "source": [ "!pip install bokeh -q" ] @@ -960,7 +1069,14 @@ { "cell_type": "code", "execution_count": 15, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T16:47:40.019045Z", + "iopub.status.busy": "2023-07-24T16:47:40.018745Z", + "iopub.status.idle": "2023-07-24T16:47:41.149703Z", + "shell.execute_reply": "2023-07-24T16:47:41.149097Z" + } + }, "outputs": [ { "data": { @@ -1251,7 +1367,7 @@ "data": { "text/html": [ "\n", - "
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+ " const render_items = [{\"docid\":\"b341e37c-07b4-435b-94c4-c92f2b172e3a\",\"roots\":{\"p1834\":\"e2d53c88-1e2f-47af-b679-69901de8faa8\"},\"root_ids\":[\"p1834\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -1297,13 +1413,13 @@ ], "source": [ "# Count the number of transactions per day and month\n", - "count_trx_daily = tp.moving_count(valid_trx[\"amount\"], tp.duration.days(1.0))\n", - "count_trx_monthly = tp.moving_count(valid_trx[\"amount\"], tp.duration.weeks(4.0))\n", + "count_trx_daily = valid_trx[\"amount\"].moving_count(tp.duration.days(1.0))\n", + "count_trx_monthly = valid_trx[\"amount\"].moving_count(tp.duration.weeks(4.0))\n", "\n", "counts = tp.glue(valid_trx[\"balance\"],\n", - " tp.rename(count_trx_daily, \"daily_count\"),\n", - " tp.rename(count_trx_monthly, \"monthly_count\")\n", - " )\n", + " count_trx_daily.rename(\"daily_count\"),\n", + " count_trx_monthly.rename(\"monthly_count\")\n", + ")\n", "\n", "counts.plot(\n", " indexes=[1, 2],\n", @@ -1337,7 +1453,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.4" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/docs/src/tutorials/m5_competition.ipynb b/docs/src/tutorials/m5_competition.ipynb index 885f95a60..4fd4d6606 100644 --- a/docs/src/tutorials/m5_competition.ipynb +++ b/docs/src/tutorials/m5_competition.ipynb @@ -46,7 +46,14 @@ "cell_type": "code", "execution_count": 1, "id": "52cc838e-e565-4d86-9eae-8a686ad6b0c7", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:21.370161Z", + "iopub.status.busy": "2023-07-24T15:50:21.369911Z", + "iopub.status.idle": "2023-07-24T15:50:23.570967Z", + "shell.execute_reply": "2023-07-24T15:50:23.570490Z" + } + }, "outputs": [ { "name": "stdout", @@ -69,10 +76,18 @@ "cell_type": "code", "execution_count": 2, "id": "4e0d9e3a-b105-48e1-a47d-295312604774", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:23.573520Z", + "iopub.status.busy": "2023-07-24T15:50:23.573332Z", + "iopub.status.idle": "2023-07-24T15:50:24.174748Z", + "shell.execute_reply": "2023-07-24T15:50:24.174387Z" + } + }, "outputs": [], "source": [ "import os\n", + "from typing import List\n", "from datetime import datetime, timedelta, timezone\n", "import urllib.request\n", "import zipfile\n", @@ -97,7 +112,14 @@ "cell_type": "code", "execution_count": 3, "id": "ddb18926-5aec-4f36-8b04-008488eade04", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:24.177184Z", + "iopub.status.busy": "2023-07-24T15:50:24.176812Z", + "iopub.status.idle": "2023-07-24T15:50:24.180479Z", + "shell.execute_reply": "2023-07-24T15:50:24.180152Z" + } + }, "outputs": [], "source": [ "# Directory to download the raw M5 dataset and to export the result.\n", @@ -121,18 +143,25 @@ "cell_type": "code", "execution_count": 4, "id": "105c5f4a-0ab1-4de1-b46b-5b80254a5ee1", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:24.182231Z", + "iopub.status.busy": "2023-07-24T15:50:24.182127Z", + "iopub.status.idle": "2023-07-24T15:50:24.306289Z", + "shell.execute_reply": "2023-07-24T15:50:24.305746Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "total 879848\n", - "-rw-r--r-- 1 brauliorios staff 101K Jun 26 18:14 calendar.csv\n", - "-rw-r--r-- 1 brauliorios staff 116M Jun 26 18:14 sales_train_evaluation.csv\n", - "-rw-r--r-- 1 brauliorios staff 114M Jun 26 18:14 sales_train_validation.csv\n", - "-rw-r--r-- 1 brauliorios staff 5.0M Jun 26 18:14 sample_submission.csv\n", - "-rw-r--r-- 1 brauliorios staff 194M Jun 26 18:14 sell_prices.csv\n" + "total 879848\r\n", + "-rw-r--r-- 1 brauliorios staff 101K Jun 26 18:14 calendar.csv\r\n", + "-rw-r--r-- 1 brauliorios staff 116M Jun 26 18:14 sales_train_evaluation.csv\r\n", + "-rw-r--r-- 1 brauliorios staff 114M Jun 26 18:14 sales_train_validation.csv\r\n", + "-rw-r--r-- 1 brauliorios staff 5.0M Jun 26 18:14 sample_submission.csv\r\n", + "-rw-r--r-- 1 brauliorios staff 194M Jun 26 18:14 sell_prices.csv\r\n" ] } ], @@ -155,7 +184,14 @@ "cell_type": "code", "execution_count": 5, "id": "e144ebe2-dc46-46e3-8d89-67355aed7000", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:24.309677Z", + "iopub.status.busy": "2023-07-24T15:50:24.309367Z", + "iopub.status.idle": "2023-07-24T15:50:28.170843Z", + "shell.execute_reply": "2023-07-24T15:50:28.170501Z" + } + }, "outputs": [ { "name": "stdout", @@ -245,7 +281,14 @@ "cell_type": "code", "execution_count": 6, "id": "be833bab-ef50-4809-8341-23938b1279f4", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:28.172923Z", + "iopub.status.busy": "2023-07-24T15:50:28.172627Z", + "iopub.status.idle": "2023-07-24T15:50:28.280421Z", + "shell.execute_reply": "2023-07-24T15:50:28.280094Z" + } + }, "outputs": [ { "name": "stdout", @@ -303,7 +346,14 @@ "cell_type": "code", "execution_count": 7, "id": "df78d002-e33d-4b02-aec0-d5deca909805", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:28.282332Z", + "iopub.status.busy": "2023-07-24T15:50:28.282195Z", + "iopub.status.idle": "2023-07-24T15:50:28.293206Z", + "shell.execute_reply": "2023-07-24T15:50:28.292904Z" + } + }, "outputs": [ { "data": { @@ -535,7 +585,14 @@ "cell_type": "code", "execution_count": 8, "id": "6b55d1f4-cf72-4f62-92ee-c988b94fc01d", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:28.295097Z", + "iopub.status.busy": "2023-07-24T15:50:28.294840Z", + "iopub.status.idle": "2023-07-24T15:50:28.370472Z", + "shell.execute_reply": "2023-07-24T15:50:28.370022Z" + } + }, "outputs": [], "source": [ "cleaned_sales = pd.melt(\n", @@ -561,7 +618,14 @@ "cell_type": "code", "execution_count": 9, "id": "cfe44b50-afbc-40ab-bd64-7ec231baf123", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:28.372509Z", + "iopub.status.busy": "2023-07-24T15:50:28.372371Z", + "iopub.status.idle": "2023-07-24T15:50:28.479408Z", + "shell.execute_reply": "2023-07-24T15:50:28.478990Z" + } + }, "outputs": [], "source": [ "origin_date = datetime(2011, 1, 29, tzinfo=timezone.utc)\n", @@ -583,7 +647,14 @@ "cell_type": "code", "execution_count": 10, "id": "4688a3e7-adff-449c-a5dc-0e052b52c96d", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:28.482001Z", + "iopub.status.busy": "2023-07-24T15:50:28.481746Z", + "iopub.status.idle": "2023-07-24T15:50:28.484192Z", + "shell.execute_reply": "2023-07-24T15:50:28.483849Z" + } + }, "outputs": [], "source": [ "del cleaned_sales[\"id\"]" @@ -602,7 +673,14 @@ "cell_type": "code", "execution_count": 11, "id": "6fa03718-4050-400b-b5cb-f8402a95766a", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:28.486101Z", + "iopub.status.busy": "2023-07-24T15:50:28.485926Z", + "iopub.status.idle": "2023-07-24T15:50:28.491611Z", + "shell.execute_reply": "2023-07-24T15:50:28.491334Z" + } + }, "outputs": [ { "data": { @@ -733,7 +811,14 @@ "cell_type": "code", "execution_count": 12, "id": "801c3ab0-de0b-400d-9416-a74917c507dc", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:28.493265Z", + "iopub.status.busy": "2023-07-24T15:50:28.493140Z", + "iopub.status.idle": "2023-07-24T15:50:29.286134Z", + "shell.execute_reply": "2023-07-24T15:50:29.285793Z" + } + }, "outputs": [ { "name": "stderr", @@ -807,7 +892,14 @@ "cell_type": "code", "execution_count": 13, "id": "bb44fde1-d2b4-4ff8-b0c2-4367ee95e514", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:29.288073Z", + "iopub.status.busy": "2023-07-24T15:50:29.287934Z", + "iopub.status.idle": "2023-07-24T15:50:29.857210Z", + "shell.execute_reply": "2023-07-24T15:50:29.856827Z" + } + }, "outputs": [ { "name": "stdout", @@ -1105,7 +1197,7 @@ "data": { "text/html": [ "\n", - "
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Ticker\",\"id\":\"p1315\",\"attributes\":{\"num_minor_ticks\":0,\"mantissas\":[1,2,5],\"max_interval\":500.0}},{\"type\":\"object\",\"name\":\"AdaptiveTicker\",\"id\":\"p1316\",\"attributes\":{\"num_minor_ticks\":0,\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"min_interval\":1000.0,\"max_interval\":1800000.0}},{\"type\":\"object\",\"name\":\"AdaptiveTicker\",\"id\":\"p1317\",\"attributes\":{\"num_minor_ticks\":0,\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"min_interval\":3600000.0,\"max_interval\":43200000.0}},{\"type\":\"object\",\"name\":\"DaysTicker\",\"id\":\"p1318\",\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]}},{\"type\":\"object\",\"name\":\"DaysTicker\",\"id\":\"p1319\",\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]}},{\"type\":\"object\",\"name\":\"DaysTicker\",\"id\":\"p1320\",\"attributes\":{\"days\":[1,8,15,22]}},{\"type\":\"object\",\"name\":\"DaysTicker\",\"id\":\"p1321\",\"attributes\":{\"days\":[1,15]}},{\"type\":\"object\",\"name\":\"MonthsTicker\",\"id\":\"p1322\",\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]}},{\"type\":\"object\",\"name\":\"MonthsTicker\",\"id\":\"p1323\",\"attributes\":{\"months\":[0,2,4,6,8,10]}},{\"type\":\"object\",\"name\":\"MonthsTicker\",\"id\":\"p1324\",\"attributes\":{\"months\":[0,4,8]}},{\"type\":\"object\",\"name\":\"MonthsTicker\",\"id\":\"p1325\",\"attributes\":{\"months\":[0,6]}},{\"type\":\"object\",\"name\":\"YearsTicker\",\"id\":\"p1326\"}]}},\"formatter\":{\"type\":\"object\",\"name\":\"DatetimeTickFormatter\",\"id\":\"p1313\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1312\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1353\",\"attributes\":{\"axis\":{\"id\":\"p1311\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1360\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1354\"}}}]}},3,0]]}}],\"callbacks\":{\"type\":\"map\"}}};\n", + " const render_items = [{\"docid\":\"44ea058d-5d87-4eb5-b682-05838e2e59fb\",\"roots\":{\"p1560\":\"a88984e1-524c-4506-a27c-afc589ab3bab\"},\"root_ids\":[\"p1560\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -1170,7 +1262,14 @@ "cell_type": "code", "execution_count": 14, "id": "f9adcbde-35b6-4a61-a12d-4e0bd2ae62fa", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:29.859086Z", + "iopub.status.busy": "2023-07-24T15:50:29.858921Z", + "iopub.status.idle": "2023-07-24T15:50:29.864720Z", + "shell.execute_reply": "2023-07-24T15:50:29.864446Z" + } + }, "outputs": [ { "data": { @@ -1328,7 +1427,14 @@ "cell_type": "code", "execution_count": 15, "id": "4530d2e8-2c12-4a05-b3cc-ef2eed90fe5f", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:29.866408Z", + "iopub.status.busy": "2023-07-24T15:50:29.866276Z", + "iopub.status.idle": "2023-07-24T15:50:29.880995Z", + "shell.execute_reply": "2023-07-24T15:50:29.880685Z" + } + }, "outputs": [], "source": [ "cleaned_calendar = raw_calendar.copy()\n", @@ -1366,7 +1472,14 @@ "cell_type": "code", "execution_count": 16, "id": "59b58a95-86e1-4eae-87b7-fe18f95a2d50", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:29.882711Z", + "iopub.status.busy": "2023-07-24T15:50:29.882611Z", + "iopub.status.idle": "2023-07-24T15:50:29.887151Z", + "shell.execute_reply": "2023-07-24T15:50:29.886844Z" + } + }, "outputs": [ { "data": { @@ -1497,7 +1610,14 @@ "cell_type": "code", "execution_count": 17, "id": "e667774f-c040-4006-b214-ae841d9e6d88", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:29.888849Z", + "iopub.status.busy": "2023-07-24T15:50:29.888719Z", + "iopub.status.idle": "2023-07-24T15:50:29.893636Z", + "shell.execute_reply": "2023-07-24T15:50:29.893338Z" + } + }, "outputs": [ { "name": "stderr", @@ -1557,7 +1677,14 @@ "cell_type": "code", "execution_count": 18, "id": "1ce4218a-594b-41d6-b7de-418a9414b089", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:29.895541Z", + "iopub.status.busy": "2023-07-24T15:50:29.895376Z", + "iopub.status.idle": "2023-07-24T15:50:29.900014Z", + "shell.execute_reply": "2023-07-24T15:50:29.899641Z" + } + }, "outputs": [ { "data": { @@ -1658,7 +1785,14 @@ "cell_type": "code", "execution_count": 19, "id": "6279d6dc-06f7-4c06-b329-40d58ec69144", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:29.902107Z", + "iopub.status.busy": "2023-07-24T15:50:29.901903Z", + "iopub.status.idle": "2023-07-24T15:50:31.710217Z", + "shell.execute_reply": "2023-07-24T15:50:31.709818Z" + } + }, "outputs": [], "source": [ "wm_yr_wk_to_date = wm_yr_wk_map[wm_yr_wk_map[\"weekday\"] == \"Saturday\"][\n", @@ -1690,7 +1824,14 @@ "cell_type": "code", "execution_count": 20, "id": "f3dc338e-6d84-4be6-aac2-416d1acabd99", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:31.712304Z", + "iopub.status.busy": "2023-07-24T15:50:31.712163Z", + "iopub.status.idle": "2023-07-24T15:50:31.716534Z", + "shell.execute_reply": "2023-07-24T15:50:31.716224Z" + } + }, "outputs": [ { "data": { @@ -1790,7 +1931,14 @@ "cell_type": "code", "execution_count": 21, "id": "7fa7a3ed-f033-4e5c-b41f-6cf5fa71bb52", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:31.718289Z", + "iopub.status.busy": "2023-07-24T15:50:31.718177Z", + "iopub.status.idle": "2023-07-24T15:50:35.435218Z", + "shell.execute_reply": "2023-07-24T15:50:35.434784Z" + } + }, "outputs": [ { "name": "stderr", @@ -1856,7 +2004,14 @@ "cell_type": "code", "execution_count": 22, "id": "f2c824aa-7aa4-4ce6-a0cb-17a6d69ef084", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:35.437630Z", + "iopub.status.busy": "2023-07-24T15:50:35.437466Z", + "iopub.status.idle": "2023-07-24T15:50:35.439511Z", + "shell.execute_reply": "2023-07-24T15:50:35.439216Z" + } + }, "outputs": [], "source": [ "del raw_sales\n", @@ -1880,7 +2035,14 @@ "cell_type": "code", "execution_count": 23, "id": "0447be99-3c1c-4fd5-9b25-47a8f3fc9eca", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:35.441347Z", + "iopub.status.busy": "2023-07-24T15:50:35.441206Z", + "iopub.status.idle": "2023-07-24T15:50:35.443388Z", + "shell.execute_reply": "2023-07-24T15:50:35.443081Z" + } + }, "outputs": [ { "name": "stdout", @@ -1910,7 +2072,14 @@ "cell_type": "code", "execution_count": 24, "id": "396f6d0e-4555-4835-8e84-712a6e892e64", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:35.445198Z", + "iopub.status.busy": "2023-07-24T15:50:35.445062Z", + "iopub.status.idle": "2023-07-24T15:50:35.447259Z", + "shell.execute_reply": "2023-07-24T15:50:35.446936Z" + } + }, "outputs": [], "source": [ "plot_options = {\n", @@ -1941,12 +2110,19 @@ "cell_type": "code", "execution_count": 25, "id": "d8cec8ef-62a0-4d99-b46c-a217ae012f9c", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:35.449069Z", + "iopub.status.busy": "2023-07-24T15:50:35.448934Z", + "iopub.status.idle": "2023-07-24T15:50:35.451434Z", + "shell.execute_reply": "2023-07-24T15:50:35.451118Z" + } + }, "outputs": [], "source": [ "all_features = [\n", " # The raw sales is the first feature.\n", - " tp.prefix(sales_evset[\"sales\"], \"f_\"),\n", + " sales_evset[\"sales\"].prefix(\"f_\"),\n", "]" ] }, @@ -1958,17 +2134,24 @@ "source": [ "### Label\n", "\n", - "The labels at time `t` are the sales at time `t+1..28`. This is computed with the `tp.leak` operator.\n" + "The labels at time `t` are the sales at time `t+1..28`. This is computed with the `EventSet.leak()` operator.\n" ] }, { "cell_type": "code", "execution_count": 26, "id": "07e74746-76f7-4992-a9c6-2d68d06bbaa2", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:35.453286Z", + "iopub.status.busy": "2023-07-24T15:50:35.453143Z", + "iopub.status.idle": "2023-07-24T15:50:35.484948Z", + "shell.execute_reply": "2023-07-24T15:50:35.484574Z" + } + }, "outputs": [], "source": [ - "labels = []\n", + "label_list: List[tp.EventSet] = []\n", "\n", "# Prediction horizon. In the M5 competition, participants should forecast the next 28 days.\n", "# You can predict less days to make the training section of this notebook run faster.\n", @@ -1977,16 +2160,16 @@ "# For each of the horizons.\n", "for horizon in horizons:\n", " # Leak the sales in the past.\n", - " x = tp.leak(sales_evset[\"sales\"], tp.duration.days(horizon))\n", + " x = sales_evset[\"sales\"].leak(tp.duration.days(horizon))\n", "\n", " # Resample the label to the sales data.\n", - " x = tp.resample(x, sales_evset)\n", + " x = x.resample(sales_evset)\n", "\n", " # Give a name to the label for book-keeping.\n", - " x = tp.rename(x, f\"label_horizon_{horizon}_days\")\n", - " labels.append(x)\n", + " x = x.rename(f\"label_horizon_{horizon}_days\")\n", + " label_list.append(x)\n", "\n", - "labels = tp.glue(*labels)" + "labels = tp.glue(*label_list)" ] }, { @@ -2002,7 +2185,14 @@ "cell_type": "code", "execution_count": 27, "id": "2fa783ac-4c30-4d0e-9dfa-2dd05c6bd696", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:35.487485Z", + "iopub.status.busy": "2023-07-24T15:50:35.487056Z", + "iopub.status.idle": "2023-07-24T15:50:35.809336Z", + "shell.execute_reply": "2023-07-24T15:50:35.808984Z" + } + }, "outputs": [ { "name": "stdout", @@ -2300,7 +2490,7 @@ "data": { "text/html": [ "\n", - "
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+ " const render_items = [{\"docid\":\"4055edae-02a1-4d2a-ba5d-d425ece66791\",\"roots\":{\"p3041\":\"a15ca422-1bc9-480e-ad23-bd598afaf79f\"},\"root_ids\":[\"p3041\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -2364,18 +2554,25 @@ "cell_type": "code", "execution_count": 28, "id": "609439b4-a424-4fad-8291-c94cc4de668b", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:35.812055Z", + "iopub.status.busy": "2023-07-24T15:50:35.811906Z", + "iopub.status.idle": "2023-07-24T15:50:35.825793Z", + "shell.execute_reply": "2023-07-24T15:50:35.825430Z" + } + }, "outputs": [], "source": [ - "feature_lagged_sales = []\n", + "lagged_sales_list: List[tp.EventSet] = []\n", "\n", "for horizon in [1,2,3,7, 14]:\n", - " x = tp.lag(sales_evset[\"sales\"], tp.duration.days(horizon))\n", - " x = tp.resample(x, sales_evset)\n", - " x = tp.rename(x, f\"f_sales_lag_{horizon}_d\")\n", - " feature_lagged_sales.append(x)\n", + " x = sales_evset[\"sales\"].lag(tp.duration.days(horizon))\n", + " x = x.resample(sales_evset)\n", + " x = x.rename(f\"f_sales_lag_{horizon}_d\")\n", + " lagged_sales_list.append(x)\n", "\n", - "feature_lagged_sales = tp.glue(*feature_lagged_sales)\n", + "feature_lagged_sales = tp.glue(*lagged_sales_list)\n", "\n", "all_features.append(feature_lagged_sales)" ] @@ -2384,7 +2581,14 @@ "cell_type": "code", "execution_count": 29, "id": "83888d9a-2e94-4d62-ae30-4815896ad4cf", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:35.827563Z", + "iopub.status.busy": "2023-07-24T15:50:35.827455Z", + "iopub.status.idle": "2023-07-24T15:50:36.169763Z", + "shell.execute_reply": "2023-07-24T15:50:36.169372Z" + } + }, "outputs": [ { "name": "stdout", @@ -2682,7 +2886,7 @@ "data": { "text/html": [ "\n", - "
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+ " const render_items = [{\"docid\":\"239f86fd-c43f-4d02-b69b-4c14d9581d9c\",\"roots\":{\"p4678\":\"f92b7285-4bf2-41f0-97cc-b86c9f3da1a7\"},\"root_ids\":[\"p4678\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -2745,29 +2949,36 @@ "cell_type": "code", "execution_count": 30, "id": "995ea19e-d39a-4f94-a010-6cd130e623c9", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:36.172304Z", + "iopub.status.busy": "2023-07-24T15:50:36.172130Z", + "iopub.status.idle": "2023-07-24T15:50:36.193953Z", + "shell.execute_reply": "2023-07-24T15:50:36.193563Z" + } + }, "outputs": [], "source": [ - "feature_moving_stats = []\n", + "moving_stats_list: List[tp.EventSet] = []\n", "\n", - "float_sales = tp.cast(sales_evset[\"sales\"], tp.float32)\n", + "float_sales = sales_evset[\"sales\"].cast(tp.float32)\n", "for win_day in [7, 14, 28, 84]:\n", " win = tp.duration.days(win_day)\n", "\n", - " x = tp.prefix(\n", - " tp.simple_moving_average(float_sales, win), f\"f_sma_{win_day}_\"\n", + " x = float_sales.simple_moving_average(win).prefix(\n", + " f\"f_sma_{win_day}_\"\n", " )\n", - " feature_moving_stats.append(x)\n", + " moving_stats_list.append(x)\n", "\n", - " x = tp.prefix(\n", - " tp.moving_standard_deviation(float_sales, win), f\"f_sd_{win_day}_\"\n", + " x = float_sales.moving_standard_deviation(win).prefix(\n", + " f\"f_sd_{win_day}_\"\n", " )\n", - " feature_moving_stats.append(x)\n", + " moving_stats_list.append(x)\n", "\n", - " x = tp.prefix(tp.moving_sum(float_sales, win), f\"f_sum_{win_day}_\")\n", - " feature_moving_stats.append(x)\n", + " x = float_sales.moving_sum(win).prefix(f\"f_sum_{win_day}_\")\n", + " moving_stats_list.append(x)\n", "\n", - "feature_moving_stats = tp.glue(*feature_moving_stats)\n", + "feature_moving_stats = tp.glue(*moving_stats_list)\n", "\n", "all_features.append(feature_moving_stats)" ] @@ -2776,7 +2987,14 @@ "cell_type": "code", "execution_count": 31, "id": "70161a5f-9e63-4e01-ab98-c5e4a96f59e1", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:36.199622Z", + "iopub.status.busy": "2023-07-24T15:50:36.199319Z", + "iopub.status.idle": "2023-07-24T15:50:36.655488Z", + "shell.execute_reply": "2023-07-24T15:50:36.655149Z" + } + }, "outputs": [ { "name": "stdout", @@ -3074,7 +3292,7 @@ "data": { "text/html": [ "\n", - "
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+ " const render_items = [{\"docid\":\"592cbcb0-039b-424e-88ce-54375cbb620b\",\"roots\":{\"p6604\":\"e403592a-d508-4bf5-bf32-4476b083866d\"},\"root_ids\":[\"p6604\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -3137,14 +3355,21 @@ "cell_type": "code", "execution_count": 32, "id": "5e67fff6-d75a-4d04-991c-649e0c5374a7", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:36.657560Z", + "iopub.status.busy": "2023-07-24T15:50:36.657410Z", + "iopub.status.idle": "2023-07-24T15:50:37.121970Z", + "shell.execute_reply": "2023-07-24T15:50:37.121566Z" + } + }, "outputs": [], "source": [ - "feature_calendar = []\n", - "feature_calendar.append(tp.calendar_day_of_month(sales_evset))\n", - "feature_calendar.append(tp.calendar_day_of_week(sales_evset))\n", - "feature_calendar.append(tp.calendar_month(sales_evset))\n", - "feature_calendar = tp.prefix(tp.glue(*feature_calendar), \"f_\")\n", + "calendar_list: List[tp.EventSet] = []\n", + "calendar_list.append(sales_evset.calendar_day_of_month())\n", + "calendar_list.append(sales_evset.calendar_day_of_week())\n", + "calendar_list.append(sales_evset.calendar_month())\n", + "feature_calendar = tp.glue(*calendar_list).prefix(\"f_\")\n", "\n", "all_features.append(feature_calendar)" ] @@ -3153,7 +3378,14 @@ "cell_type": "code", "execution_count": 33, "id": "63294d29-6e78-4e01-b098-fcb704065ca3", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:37.123838Z", + "iopub.status.busy": "2023-07-24T15:50:37.123700Z", + "iopub.status.idle": "2023-07-24T15:50:37.470260Z", + "shell.execute_reply": "2023-07-24T15:50:37.469898Z" + } + }, "outputs": [ { "data": { @@ -3444,7 +3676,7 @@ "data": { "text/html": [ "\n", - "
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+ " const render_items = [{\"docid\":\"0ac8e564-e1c0-4085-8ffb-82a64c2646f9\",\"roots\":{\"p8637\":\"d73953bc-734f-4bc1-b2b7-757c152d2542\"},\"root_ids\":[\"p8637\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -3509,12 +3741,19 @@ "cell_type": "code", "execution_count": 34, "id": "48a0b18c-0eb8-4ebc-85d1-a928ac7355d5", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:37.472272Z", + "iopub.status.busy": "2023-07-24T15:50:37.472117Z", + "iopub.status.idle": "2023-07-24T15:50:37.480027Z", + "shell.execute_reply": "2023-07-24T15:50:37.479733Z" + } + }, "outputs": [], "source": [ "# `sales_per_dept` contains all the sales indexed by department / category / store / state.\n", "# Aggregating the sales at other levels (e.g., by store) could also be useful.\n", - "sales_per_dept = tp.drop_index(sales_evset, \"item_id\", keep=False)" + "sales_per_dept = sales_evset.drop_index(\"item_id\", keep=False)" ] }, { @@ -3540,28 +3779,41 @@ "cell_type": "code", "execution_count": 35, "id": "8d9f3d61-3aa3-4a15-9065-9da27b747107", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:37.481894Z", + "iopub.status.busy": "2023-07-24T15:50:37.481785Z", + "iopub.status.idle": "2023-07-24T15:50:37.487630Z", + "shell.execute_reply": "2023-07-24T15:50:37.487213Z" + } + }, "outputs": [], "source": [ "# Create a daily sampling.\n", - "sampling_once_a_day = tp.unique_timestamps(sales_per_dept)\n", + "sampling_once_a_day = sales_per_dept.unique_timestamps()\n", "\n", "# Cumulative 28 days sum of sales, per department.\n", - "sum28_sales_per_dept = tp.moving_sum(\n", - " input=sales_per_dept[\"sales\"],\n", + "sum28_sales_per_dept = sales_per_dept[\"sales\"].moving_sum(\n", " window_length=tp.duration.days(28),\n", " sampling=sampling_once_a_day\n", " )\n", "\n", "# Give it a name for book-keeping.\n", - "sum28_sales_per_dept = tp.prefix(sum28_sales_per_dept, \"f_sum28_per_dep_\")" + "sum28_sales_per_dept = sum28_sales_per_dept.prefix(\"f_sum28_per_dep_\")" ] }, { "cell_type": "code", "execution_count": 36, "id": "fc6bd2ff-8383-43e1-9202-e42fcec713bd", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:37.489632Z", + "iopub.status.busy": "2023-07-24T15:50:37.489470Z", + "iopub.status.idle": "2023-07-24T15:50:38.135052Z", + "shell.execute_reply": "2023-07-24T15:50:38.134532Z" + } + }, "outputs": [ { "name": "stdout", @@ -3600,10 +3852,17 @@ "cell_type": "code", "execution_count": 37, "id": "6d6b8394-de68-4ce6-898b-02f5d2baed2c", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:38.137179Z", + "iopub.status.busy": "2023-07-24T15:50:38.136979Z", + "iopub.status.idle": "2023-07-24T15:50:38.141257Z", + "shell.execute_reply": "2023-07-24T15:50:38.140910Z" + } + }, "outputs": [], "source": [ - "sum28_sales_per_dept = tp.propagate(sum28_sales_per_dept, sales_evset, resample=True)\n", + "sum28_sales_per_dept = sum28_sales_per_dept.propagate(sales_evset, resample=True)\n", "\n", "all_features.append(sum28_sales_per_dept)" ] @@ -3612,7 +3871,14 @@ "cell_type": "code", "execution_count": 38, "id": "44dfa773-1cff-47c9-babc-a003bd2c9315", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:38.143050Z", + "iopub.status.busy": "2023-07-24T15:50:38.142934Z", + "iopub.status.idle": "2023-07-24T15:50:38.479042Z", + "shell.execute_reply": "2023-07-24T15:50:38.478616Z" + } + }, "outputs": [ { "name": "stdout", @@ -3651,28 +3917,35 @@ "cell_type": "code", "execution_count": 39, "id": "14f08bd5-5c88-424e-9db4-42e241fb51bd", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:38.481111Z", + "iopub.status.busy": "2023-07-24T15:50:38.480960Z", + "iopub.status.idle": "2023-07-24T15:50:38.508299Z", + "shell.execute_reply": "2023-07-24T15:50:38.507907Z" + } + }, "outputs": [], "source": [ "# Propagate the global special event to each product.\n", - "special_event_per_product = tp.propagate(calendar_evset, sales_evset, resample=True)\n", + "special_event_per_product = calendar_evset.propagate(sales_evset, resample=True)\n", "\n", "# Since special events are known in advance, we can leak future special events in the past.\n", "#\n", "# For example, on 22/12/2016, the model can know that it will be christmas in 2 days.\n", - "feature_special_events = []\n", - "feature_special_events.append(tp.prefix(special_event_per_product, \"f_\"))\n", + "special_events_list: List[tp.EventSet] = []\n", + "special_events_list.append(special_event_per_product.prefix(\"f_\"))\n", "\n", "for leak in [5]:\n", - " x = tp.leak(special_event_per_product, tp.duration.days(leak))\n", - " x = tp.resample(x, sales_evset)\n", - " x = tp.prefix(x, f\"f_leak{leak}_\")\n", - " feature_special_events.append(x)\n", + " x = special_event_per_product.leak(tp.duration.days(leak))\n", + " x = x.resample(sales_evset)\n", + " x = x.prefix(f\"f_leak{leak}_\")\n", + " special_events_list.append(x)\n", "\n", "# To make the model more powerful, we could also apply some moving statistics such\n", "# as moving-maximum to create features such as: is it christmas in the following N days.\n", "\n", - "feature_special_events = tp.glue(*feature_special_events)\n", + "feature_special_events = tp.glue(*special_events_list)\n", "\n", "all_features.append(feature_special_events)" ] @@ -3681,7 +3954,14 @@ "cell_type": "code", "execution_count": 40, "id": "af507fc1-a9ea-45c3-86ea-d37661847a7c", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:38.510419Z", + "iopub.status.busy": "2023-07-24T15:50:38.510270Z", + "iopub.status.idle": "2023-07-24T15:50:38.892582Z", + "shell.execute_reply": "2023-07-24T15:50:38.892244Z" + } + }, "outputs": [ { "name": "stdout", @@ -3979,7 +4259,7 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+ " const render_items = [{\"docid\":\"83f23353-e0ba-4332-8390-3fb0af390cea\",\"roots\":{\"p10392\":\"f009a0db-c8d3-470c-9698-c455163b6bef\"},\"root_ids\":[\"p10392\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -4043,7 +4323,14 @@ "cell_type": "code", "execution_count": 41, "id": "7ed92623-3363-4313-9e9b-5e803a4202f2", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:38.894504Z", + "iopub.status.busy": "2023-07-24T15:50:38.894365Z", + "iopub.status.idle": "2023-07-24T15:50:38.898509Z", + "shell.execute_reply": "2023-07-24T15:50:38.898222Z" + } + }, "outputs": [ { "data": { @@ -4083,12 +4370,19 @@ "cell_type": "code", "execution_count": 42, "id": "d8c0e672-7a16-42df-82cd-994132ee0fcc", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:38.900202Z", + "iopub.status.busy": "2023-07-24T15:50:38.900100Z", + "iopub.status.idle": "2023-07-24T15:50:38.925195Z", + "shell.execute_reply": "2023-07-24T15:50:38.924801Z" + } + }, "outputs": [], "source": [ - "tabular_test = tp.filter(tabular, tp.equal_scalar(tabular[\"day\"], 1914))\n", - "tabular_train = tp.filter(\n", - " tabular, (tabular[\"day\"] >= 30) & (tabular[\"day\"] < 1914)\n", + "tabular_test = tabular.filter(tp.equal_scalar(tabular[\"day\"], 1914))\n", + "tabular_train = tabular.filter(\n", + " (tabular[\"day\"] >= 30) & (tabular[\"day\"] < 1914)\n", ")" ] }, @@ -4105,7 +4399,14 @@ "cell_type": "code", "execution_count": 43, "id": "a08b642e-6750-44b6-b4eb-a26b2bcdcf98", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:38.927226Z", + "iopub.status.busy": "2023-07-24T15:50:38.927077Z", + "iopub.status.idle": "2023-07-24T15:50:38.938445Z", + "shell.execute_reply": "2023-07-24T15:50:38.938147Z" + } + }, "outputs": [ { "data": { @@ -4347,7 +4648,14 @@ "cell_type": "code", "execution_count": 44, "id": "799a0b07-50a8-4af3-8ed4-9131b5a102ad", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:38.940179Z", + "iopub.status.busy": "2023-07-24T15:50:38.940048Z", + "iopub.status.idle": "2023-07-24T15:50:39.334059Z", + "shell.execute_reply": "2023-07-24T15:50:39.333688Z" + } + }, "outputs": [ { "data": { @@ -4589,7 +4897,14 @@ "cell_type": "code", "execution_count": 45, "id": "c936ac9a-ef09-4243-bf69-4b9ff73a2efe", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:39.335993Z", + "iopub.status.busy": "2023-07-24T15:50:39.335857Z", + "iopub.status.idle": "2023-07-24T15:50:41.194575Z", + "shell.execute_reply": "2023-07-24T15:50:41.194213Z" + } + }, "outputs": [], "source": [ "test_dataset.to_csv(os.path.join(work_directory, \"test.csv\"), index=False)\n", @@ -4601,6 +4916,12 @@ "execution_count": 46, "id": "a4f231d2-499e-4a77-b635-21e469f1dce6", "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:41.196584Z", + "iopub.status.busy": "2023-07-24T15:50:41.196446Z", + "iopub.status.idle": "2023-07-24T15:50:41.325314Z", + "shell.execute_reply": "2023-07-24T15:50:41.324657Z" + }, "scrolled": true }, "outputs": [ @@ -4608,19 +4929,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "==> tmp/temporian_m5/train.csv <==\n", - "item_id,dept_id,cat_id,store_id,state_id,f_sales,f_sales_lag_1_d,f_sales_lag_2_d,f_sales_lag_3_d,f_sales_lag_7_d,f_sales_lag_14_d,f_sma_7_sales,f_sd_7_sales,f_sum_7_sales,f_sma_14_sales,f_sd_14_sales,f_sum_14_sales,f_sma_28_sales,f_sd_28_sales,f_sum_28_sales,f_sma_84_sales,f_sd_84_sales,f_sum_84_sales,f_calendar_day_of_month,f_calendar_day_of_week,f_calendar_month,f_sum28_per_dep_sales,f_event_name_1,f_event_type_1,f_event_name_2,f_event_type_2,f_snap_CA,f_snap_TX,f_snap_WI,f_leak5_event_name_1,f_leak5_event_type_1,f_leak5_event_name_2,f_leak5_event_type_2,f_leak5_snap_CA,f_leak5_snap_TX,f_leak5_snap_WI,day,label_horizon_1_days,label_horizon_2_days,label_horizon_3_days,label_horizon_4_days,label_horizon_5_days,label_horizon_6_days,label_horizon_7_days,label_horizon_8_days,label_horizon_9_days,label_horizon_10_days,label_horizon_11_days,label_horizon_12_days,label_horizon_13_days,timestamp\n", - "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,31,37,36,29,14,52,29.571428,7.168525,11.017965,952.0,207.0,27.714285,9.779195,388.0,30.964285,10.942976,867.0,31.733334,27,6,2,9092,no_event,no_event,no_event,no_event,0,0,0,no_event,no_event,no_event,no_event,1,0,0,30,43,15,27,49,44,34,32,34,63,47,25,27,27,1298764800.0\n", - "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,43,31,37,36,14,45,33.714287,5.0345745,11.020083,995.0,236.0,27.571428,9.537252,386.0,31.5,11.149952,882.0,32.096775,28,0,2,8983,no_event,no_event,no_event,no_event,0,0,0,no_event,no_event,no_event,no_event,1,1,1,31,15,34,49,44,47,32,34,63,47,25,27,27,27,1298851200.0\n", - "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,15,43,31,37,33,37,31.142857,8.288177,11.247048,1010.0,218.0,26.0,9.665846,364.0,31.071428,11.538533,870.0,31.5625,1,1,3,8891,no_event,no_event,no_event,no_event,1,1,0,no_event,no_event,no_event,no_event,1,1,1,32,34,32,44,47,38,34,63,47,25,27,27,27,49,1298937600.0\n", - "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,34,15,43,31,27,24,32.142857,8.14912,11.083206,1044.0,225.0,26.714285,9.859213,374.0,31.464285,11.443907,881.0,31.636364,2,2,3,8929,no_event,no_event,no_event,no_event,1,0,1,no_event,no_event,no_event,no_event,1,1,0,33,32,34,47,38,22,63,47,25,27,27,27,49,44,1299024000.0\n", - "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,32,34,15,43,29,14,32.57143,8.0508585,10.919174,1076.0,228.0,28.0,9.273619,392.0,31.464285,11.443907,881.0,31.647058,3,3,3,8743,no_event,no_event,no_event,no_event,1,1,1,no_event,no_event,no_event,no_event,1,0,1,34,34,63,38,22,38,47,25,27,27,27,49,44,47,1299110400.0\n", - "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,34,32,34,15,36,15,32.285713,7.959079,10.769193,1110.0,226.0,29.357143,8.640495,411.0,31.5,11.450203,882.0,31.714285,4,4,3,8582,no_event,no_event,no_event,no_event,1,0,0,LentStart,Religious,no_event,no_event,1,1,1,35,63,47,22,38,35,25,27,27,27,49,44,47,38,1299196800.0\n", - "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,63,34,32,34,37,32,36.0,13.458932,11.797775,1173.0,252.0,31.571428,12.251614,442.0,31.892857,12.303714,893.0,32.583332,5,5,3,8273,no_event,no_event,no_event,no_event,1,1,1,no_event,no_event,no_event,no_event,1,0,0,36,47,25,38,35,29,27,27,27,49,44,47,38,22,1299283200.0\n", - "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,47,63,34,32,31,14,38.285713,13.770718,11.869759,1220.0,268.0,33.92857,11.810796,475.0,32.392857,12.618975,907.0,32.972973,6,6,3,7988,no_event,no_event,no_event,no_event,1,1,1,no_event,no_event,no_event,no_event,0,1,1,37,25,27,35,29,34,27,27,49,44,47,38,22,38,1299369600.0\n", - "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,25,47,63,34,43,14,35.714287,14.319959,11.781864,1245.0,250.0,34.714287,10.779799,486.0,32.107143,12.692347,899.0,32.763157,7,0,3,7831,no_event,no_event,no_event,no_event,1,1,0,no_event,no_event,no_event,no_event,0,1,1,38,27,27,29,34,26,27,49,44,47,38,22,38,35,1299456000.0\n", - "head: -n: No such file or directory\n", - "head: 5: No such file or directory\n" + "==> tmp/temporian_m5/train.csv <==\r\n", + "item_id,dept_id,cat_id,store_id,state_id,f_sales,f_sales_lag_1_d,f_sales_lag_2_d,f_sales_lag_3_d,f_sales_lag_7_d,f_sales_lag_14_d,f_sma_7_sales,f_sd_7_sales,f_sum_7_sales,f_sma_14_sales,f_sd_14_sales,f_sum_14_sales,f_sma_28_sales,f_sd_28_sales,f_sum_28_sales,f_sma_84_sales,f_sd_84_sales,f_sum_84_sales,f_calendar_day_of_month,f_calendar_day_of_week,f_calendar_month,f_sum28_per_dep_sales,f_event_name_1,f_event_type_1,f_event_name_2,f_event_type_2,f_snap_CA,f_snap_TX,f_snap_WI,f_leak5_event_name_1,f_leak5_event_type_1,f_leak5_event_name_2,f_leak5_event_type_2,f_leak5_snap_CA,f_leak5_snap_TX,f_leak5_snap_WI,day,label_horizon_1_days,label_horizon_2_days,label_horizon_3_days,label_horizon_4_days,label_horizon_5_days,label_horizon_6_days,label_horizon_7_days,label_horizon_8_days,label_horizon_9_days,label_horizon_10_days,label_horizon_11_days,label_horizon_12_days,label_horizon_13_days,timestamp\r\n", + "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,31,37,36,29,14,52,29.571428,7.168525,11.017965,952.0,207.0,27.714285,9.779195,388.0,30.964285,10.942976,867.0,31.733334,27,6,2,9092,no_event,no_event,no_event,no_event,0,0,0,no_event,no_event,no_event,no_event,1,0,0,30,43,15,27,49,44,34,32,34,63,47,25,27,27,1298764800.0\r\n", + "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,43,31,37,36,14,45,33.714287,5.0345745,11.020083,995.0,236.0,27.571428,9.537252,386.0,31.5,11.149952,882.0,32.096775,28,0,2,8983,no_event,no_event,no_event,no_event,0,0,0,no_event,no_event,no_event,no_event,1,1,1,31,15,34,49,44,47,32,34,63,47,25,27,27,27,1298851200.0\r\n", + "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,15,43,31,37,33,37,31.142857,8.288177,11.247048,1010.0,218.0,26.0,9.665846,364.0,31.071428,11.538533,870.0,31.5625,1,1,3,8891,no_event,no_event,no_event,no_event,1,1,0,no_event,no_event,no_event,no_event,1,1,1,32,34,32,44,47,38,34,63,47,25,27,27,27,49,1298937600.0\r\n", + "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,34,15,43,31,27,24,32.142857,8.14912,11.083206,1044.0,225.0,26.714285,9.859213,374.0,31.464285,11.443907,881.0,31.636364,2,2,3,8929,no_event,no_event,no_event,no_event,1,0,1,no_event,no_event,no_event,no_event,1,1,0,33,32,34,47,38,22,63,47,25,27,27,27,49,44,1299024000.0\r\n", + "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,32,34,15,43,29,14,32.57143,8.0508585,10.919174,1076.0,228.0,28.0,9.273619,392.0,31.464285,11.443907,881.0,31.647058,3,3,3,8743,no_event,no_event,no_event,no_event,1,1,1,no_event,no_event,no_event,no_event,1,0,1,34,34,63,38,22,38,47,25,27,27,27,49,44,47,1299110400.0\r\n", + "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,34,32,34,15,36,15,32.285713,7.959079,10.769193,1110.0,226.0,29.357143,8.640495,411.0,31.5,11.450203,882.0,31.714285,4,4,3,8582,no_event,no_event,no_event,no_event,1,0,0,LentStart,Religious,no_event,no_event,1,1,1,35,63,47,22,38,35,25,27,27,27,49,44,47,38,1299196800.0\r\n", + "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,63,34,32,34,37,32,36.0,13.458932,11.797775,1173.0,252.0,31.571428,12.251614,442.0,31.892857,12.303714,893.0,32.583332,5,5,3,8273,no_event,no_event,no_event,no_event,1,1,1,no_event,no_event,no_event,no_event,1,0,0,36,47,25,38,35,29,27,27,27,49,44,47,38,22,1299283200.0\r\n", + "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,47,63,34,32,31,14,38.285713,13.770718,11.869759,1220.0,268.0,33.92857,11.810796,475.0,32.392857,12.618975,907.0,32.972973,6,6,3,7988,no_event,no_event,no_event,no_event,1,1,1,no_event,no_event,no_event,no_event,0,1,1,37,25,27,35,29,34,27,27,49,44,47,38,22,38,1299369600.0\r\n", + "FOODS_3_714,FOODS_3,FOODS,WI_3,WI,25,47,63,34,43,14,35.714287,14.319959,11.781864,1245.0,250.0,34.714287,10.779799,486.0,32.107143,12.692347,899.0,32.763157,7,0,3,7831,no_event,no_event,no_event,no_event,1,1,0,no_event,no_event,no_event,no_event,0,1,1,38,27,27,29,34,26,27,49,44,47,38,22,38,35,1299456000.0\r\n", + "head: -n: No such file or directory\r\n", + "head: 5: No such file or directory\r\n" ] } ], @@ -4643,7 +4964,14 @@ "cell_type": "code", "execution_count": 47, "id": "18d6d3b1-32d0-4d4c-b829-814277353ad2", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:41.329029Z", + "iopub.status.busy": "2023-07-24T15:50:41.328774Z", + "iopub.status.idle": "2023-07-24T15:50:45.464466Z", + "shell.execute_reply": "2023-07-24T15:50:45.464083Z" + } + }, "outputs": [ { "name": "stdout", @@ -4664,7 +4992,14 @@ "cell_type": "code", "execution_count": 48, "id": "f6666033-3849-4418-bfc8-5a791221e5d1", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:45.466824Z", + "iopub.status.busy": "2023-07-24T15:50:45.466461Z", + "iopub.status.idle": "2023-07-24T15:50:45.469422Z", + "shell.execute_reply": "2023-07-24T15:50:45.469121Z" + } + }, "outputs": [ { "name": "stdout", @@ -4703,7 +5038,14 @@ "cell_type": "code", "execution_count": 49, "id": "6a46a286-1825-49ec-a147-f539987da590", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:45.471183Z", + "iopub.status.busy": "2023-07-24T15:50:45.471056Z", + "iopub.status.idle": "2023-07-24T15:50:45.662410Z", + "shell.execute_reply": "2023-07-24T15:50:45.661895Z" + } + }, "outputs": [], "source": [ "def dataset_pandas_to_tensorflow(df):\n", @@ -4730,6 +5072,12 @@ "execution_count": 50, "id": "4a7580bf-bd81-4806-9dde-1465b0a6fb00", "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:45.664537Z", + "iopub.status.busy": "2023-07-24T15:50:45.664385Z", + "iopub.status.idle": "2023-07-24T15:50:51.724389Z", + "shell.execute_reply": "2023-07-24T15:50:51.723855Z" + }, "scrolled": true }, "outputs": [ @@ -4737,33 +5085,33 @@ "name": "stderr", "output_type": "stream", "text": [ - "[INFO 23-07-21 12:28:22.3273 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_0\n", - "[INFO 23-07-21 12:28:22.3356 -03 abstract_model.cc:1312] Engine \"GradientBoostedTreesQuickScorerExtended\" built\n", - "[INFO 23-07-21 12:28:22.3356 -03 kernel.cc:1075] Use fast generic engine\n", - "[INFO 23-07-21 12:28:22.3433 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_1\n", - "[INFO 23-07-21 12:28:22.3479 -03 kernel.cc:1075] Use fast generic engine\n", - "[INFO 23-07-21 12:28:22.3554 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_2\n", - "[INFO 23-07-21 12:28:22.3604 -03 kernel.cc:1075] Use fast generic engine\n", - "[INFO 23-07-21 12:28:22.3681 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_3\n", - "[INFO 23-07-21 12:28:22.3735 -03 kernel.cc:1075] Use fast generic engine\n", - "[INFO 23-07-21 12:28:22.3813 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_4\n", - "[INFO 23-07-21 12:28:22.3859 -03 kernel.cc:1075] Use fast generic engine\n", - "[INFO 23-07-21 12:28:22.3935 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_5\n", - "[INFO 23-07-21 12:28:22.3981 -03 kernel.cc:1075] Use fast generic engine\n", - "[INFO 23-07-21 12:28:22.4056 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_6\n", - "[INFO 23-07-21 12:28:22.4100 -03 kernel.cc:1075] Use fast generic engine\n", - "[INFO 23-07-21 12:28:22.4179 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_7\n", - "[INFO 23-07-21 12:28:22.4225 -03 kernel.cc:1075] Use fast generic engine\n", - "[INFO 23-07-21 12:28:22.4299 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_8\n", - "[INFO 23-07-21 12:28:22.4346 -03 kernel.cc:1075] Use fast generic engine\n", - "[INFO 23-07-21 12:28:22.4419 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_9\n", - "[INFO 23-07-21 12:28:22.4465 -03 kernel.cc:1075] Use fast generic engine\n", - "[INFO 23-07-21 12:28:22.4541 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_10\n", - "[INFO 23-07-21 12:28:22.4586 -03 kernel.cc:1075] Use fast generic engine\n", - "[INFO 23-07-21 12:28:22.4664 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_11\n", - "[INFO 23-07-21 12:28:22.4710 -03 kernel.cc:1075] Use fast generic engine\n", - "[INFO 23-07-21 12:28:22.4782 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_12\n", - "[INFO 23-07-21 12:28:22.4827 -03 kernel.cc:1075] Use fast generic engine\n" + "[INFO 23-07-24 12:50:50.4441 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_0\n", + "[INFO 23-07-24 12:50:50.4550 -03 abstract_model.cc:1312] Engine \"GradientBoostedTreesQuickScorerExtended\" built\n", + "[INFO 23-07-24 12:50:50.4550 -03 kernel.cc:1075] Use fast generic engine\n", + "[INFO 23-07-24 12:50:50.4624 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_1\n", + "[INFO 23-07-24 12:50:50.4668 -03 kernel.cc:1075] Use fast generic engine\n", + "[INFO 23-07-24 12:50:50.4738 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_2\n", + "[INFO 23-07-24 12:50:50.4784 -03 kernel.cc:1075] Use fast generic engine\n", + "[INFO 23-07-24 12:50:50.4860 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_3\n", + "[INFO 23-07-24 12:50:50.4937 -03 kernel.cc:1075] Use fast generic engine\n", + "[INFO 23-07-24 12:50:50.5012 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_4\n", + "[INFO 23-07-24 12:50:50.5058 -03 kernel.cc:1075] Use fast generic engine\n", + "[INFO 23-07-24 12:50:50.5129 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_5\n", + "[INFO 23-07-24 12:50:50.5175 -03 kernel.cc:1075] Use fast generic engine\n", + "[INFO 23-07-24 12:50:50.5246 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_6\n", + "[INFO 23-07-24 12:50:50.5309 -03 kernel.cc:1075] Use fast generic engine\n", + "[INFO 23-07-24 12:50:50.5386 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_7\n", + "[INFO 23-07-24 12:50:50.5431 -03 kernel.cc:1075] Use fast generic engine\n", + "[INFO 23-07-24 12:50:50.5502 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_8\n", + "[INFO 23-07-24 12:50:50.5548 -03 kernel.cc:1075] Use fast generic engine\n", + "[INFO 23-07-24 12:50:50.5616 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_9\n", + "[INFO 23-07-24 12:50:50.5662 -03 kernel.cc:1075] Use fast generic engine\n", + "[INFO 23-07-24 12:50:50.5737 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_10\n", + "[INFO 23-07-24 12:50:50.5784 -03 kernel.cc:1075] Use fast generic engine\n", + "[INFO 23-07-24 12:50:50.5858 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_11\n", + "[INFO 23-07-24 12:50:50.5903 -03 kernel.cc:1075] Use fast generic engine\n", + "[INFO 23-07-24 12:50:50.5980 -03 kernel.cc:1243] Loading model from path tmp/temporian_m5/gbm.model/assets/ with prefix b7284e4ab6264214_12\n", + "[INFO 23-07-24 12:50:50.6026 -03 kernel.cc:1075] Use fast generic engine\n" ] } ], @@ -4799,7 +5147,14 @@ "cell_type": "code", "execution_count": 51, "id": "e985dba0-dc14-4341-b0c8-ad145fef7ca3", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:51.726531Z", + "iopub.status.busy": "2023-07-24T15:50:51.726385Z", + "iopub.status.idle": "2023-07-24T15:50:52.173560Z", + "shell.execute_reply": "2023-07-24T15:50:52.173204Z" + } + }, "outputs": [], "source": [ "tf_predictions = model.predict(tf_test_dataset, verbose=0)" @@ -4818,7 +5173,14 @@ "cell_type": "code", "execution_count": 52, "id": "068ea997-52ae-40eb-b18e-a118a3d7b026", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:52.175654Z", + "iopub.status.busy": "2023-07-24T15:50:52.175511Z", + "iopub.status.idle": "2023-07-24T15:50:52.203847Z", + "shell.execute_reply": "2023-07-24T15:50:52.203517Z" + } + }, "outputs": [], "source": [ "index_names = tabular_test.schema.index_names()\n", @@ -4874,7 +5236,14 @@ "cell_type": "code", "execution_count": 53, "id": "978fc1ff-7914-43df-af04-e5b054a9e9f2", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:52.205632Z", + "iopub.status.busy": "2023-07-24T15:50:52.205525Z", + "iopub.status.idle": "2023-07-24T15:50:52.857062Z", + "shell.execute_reply": "2023-07-24T15:50:52.856621Z" + } + }, "outputs": [ { "name": "stdout", @@ -4895,14 +5264,14 @@ } ], "source": [ - "real_sales_evset = tp.filter(sales_evset[\"sales\"], sales_evset[\"day\"] > 1914)\n", + "real_sales_evset = sales_evset[\"sales\"].filter(sales_evset[\"day\"] > 1914)\n", "\n", - "past_sales_evset = tp.filter(sales_evset[\"sales\"], (sales_evset[\"day\"] <= 1914) & (sales_evset[\"day\"] >= 1914 - 40))\n", + "past_sales_evset = sales_evset[\"sales\"].filter((sales_evset[\"day\"] <= 1914) & (sales_evset[\"day\"] >= 1914 - 40))\n", "\n", "# Rename and plot together\n", - "real_sales_evset = tp.rename(real_sales_evset, \"real_sales\")\n", - "past_sales_evset = tp.rename(past_sales_evset, \"past_sales\")\n", - "prediction_evset = tp.rename(prediction_evset, \"predicted_sales\")\n", + "real_sales_evset = real_sales_evset.rename(\"real_sales\")\n", + "past_sales_evset = past_sales_evset.rename(\"past_sales\")\n", + "prediction_evset = prediction_evset.rename(\"predicted_sales\")\n", "\n", "tp.plot(\n", " [real_sales_evset, prediction_evset, past_sales_evset],\n", @@ -4924,7 +5293,14 @@ "cell_type": "code", "execution_count": 54, "id": "32bcf947-b3aa-4082-b453-3c4cacbb19da", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:50:52.859138Z", + "iopub.status.busy": "2023-07-24T15:50:52.859024Z", + "iopub.status.idle": "2023-07-24T15:50:53.421090Z", + "shell.execute_reply": "2023-07-24T15:50:53.420504Z" + } + }, "outputs": [ { "data": { diff --git a/docs/src/user_guide.ipynb b/docs/src/user_guide.ipynb index cdf356ffa..d747d0a84 100644 --- a/docs/src/user_guide.ipynb +++ b/docs/src/user_guide.ipynb @@ -1,2817 +1,2891 @@ { - "cells": [ - { - "attachments": {}, - "cell_type": "markdown", - "id": "4e767688-0f90-47a7-baf0-b8042e282746", - "metadata": {}, - "source": [ - "# User Guide\n", - "\n", - "This is a complete tour of Temporian's capabilities. For a brief introduction to how the library works, please refer to [3 minutes to Temporian](./3_minutes).\n" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "d2b71b95-5268-46ca-98e3-83b473f9b518", - "metadata": {}, - "source": [ - "## What is temporal data?\n", - "\n", - "In Temporian, there is only one type of data: **multivariate multi-index time sequences** (MMITS). MMITS extends many commonly used data formats such as time-series and transactions to allow multi-variate data, non-uniform sampling, non-aligned sampling, and hierarchically-structured data. In that, MMITSs are particularly well suited to represent classical time-series, but also transactions, logs, sparse events, asynchronous measurements, and hierarchical records.\n", - "\n", - "" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "d64627bf", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "## Events and EventSets\n", - "\n", - "The unit of data in Temporian is referred to as an _event_. An event consists of a timestamp and a set of feature values.\n", - "\n", - "Here is an example of an event:\n", - "\n", - "```\n", - "timestamp: 2023-02-05\n", - "feature_1: 0.5\n", - "feature_2: \"red\"\n", - "feature_3: 10\n", - "```\n", - "\n", - "Events are not handled individually. Instead, events are grouped together into [EventSet][temporian.EventSet]s. When representing an `EventSet`, it is convenient to group similar features together and to sort them according to the timestamps in increasing order.\n", - "\n", - "Here is an example of an `EventSet` containing four events and three features:\n", - "\n", - "```\n", - "timestamp: [04-02-2023, 06-02-2023, 07-02-2023, 07-02-2023]\n", - "feature_1: [0.5, 0.6, NaN, 0.9]\n", - "feature_2: [\"red\", \"blue\", \"red\", \"blue\"]\n", - "feature_3: [10, -1, 5, 5]\n", - "```\n", - "\n", - "**Remarks:**\n", - "\n", - "- All values for a given feature are of the same data type. For instance, `feature_1` is float64 while `feature_2` is a string.\n", - "- Many operators interpret the value NaN (for _not a number_) as missing.\n", - "- Timestamps are not necessarily uniformly sampled.\n", - "- The same timestamp can be repeated.\n", - "- The events withing an EventSet are sampled synchronously. However, different EventSets might be sampled differently.\n", - "\n", - "In the next code examples, variables with names like `evset` refer to an `EventSet`.\n", - "\n", - "You can create an `EventSet` as follows:" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "1d23b4c0", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:35.767580Z", - "iopub.status.busy": "2023-07-12T19:18:35.767381Z", - "iopub.status.idle": "2023-07-12T19:18:44.015701Z", - "shell.execute_reply": "2023-07-12T19:18:44.014530Z" - } - }, - "outputs": [], - "source": [ - "import temporian as tp\n", - "import pandas as pd\n", - "import numpy as np\n", - "\n", - "evset = tp.event_set(\n", - "\ttimestamps=[\"2023-02-04\",\"2023-02-06\",\"2023-02-07\",\"2023-02-07\"],\n", - "\tfeatures={\n", - " \"feature_1\": [0.5, 0.6, np.nan, 0.9],\n", - " \"feature_2\": [\"red\", \"blue\", \"red\", \"blue\"],\n", - " \"feature_3\": [10, -1, 5, 5],\n", - "\t}\n", - ")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "3678cc72", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "`EventSets` can be printed." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "17c712f6", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:44.019104Z", - "iopub.status.busy": "2023-07-12T19:18:44.018296Z", - "iopub.status.idle": "2023-07-12T19:18:44.023020Z", - "shell.execute_reply": "2023-07-12T19:18:44.022309Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "indexes: []\n", - "features: [('feature_1', float64), ('feature_2', str_), ('feature_3', int64)]\n", - "events:\n", - " (4 events):\n", - " timestamps: [1.6755e+09 1.6756e+09 1.6757e+09 1.6757e+09]\n", - " 'feature_1': [0.5 0.6 nan 0.9]\n", - " 'feature_2': [b'red' b'blue' b'red' b'blue']\n", - " 'feature_3': [10 -1 5 5]\n", - "memory usage: 0.8 kB\n", - "\n" - ] - } - ], - "source": [ - "print(evset)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "a09dfdad", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "`EventSets` can be plotted." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "e3f29b64", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:44.025430Z", - "iopub.status.busy": "2023-07-12T19:18:44.025215Z", - "iopub.status.idle": "2023-07-12T19:18:44.686537Z", - "shell.execute_reply": "2023-07-12T19:18:44.685455Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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gox20tIGONtDRDlraQMfg8XSp/8eL2q1evVpPPvlki56bnJys3NxcLViwQOPHj9eSJUvUr1+/w556f+ONNx7xuAkJCUpISGjRDPEoOTnZ7xHgATraQEc7aGkDHW2gox20tIGOwePphfL+0YgRI7Rq1aoWP37OnDmaM2eOBg0apPvuu0/z58+XJE2aNElLly6NPW7Lli0qKCjQmDFjPJ853tTV1fk9AjxARxvoaActbaCjDXS0g5Y20DF4PP1O/caNG2N/bmho0Lvvvtuq/1EMHjy42S8CzJs376DHVVVVtX3QAKmoqNDJJ5/s9xhoJzraQEc7aGkDHW2gox20tIGOwePpUj9q1Ki/Hzgc1sCBA/XUU095+RIdTkpKit8jwAN0tIGOdtDSBjraQEc7aGkDHYPH06V+27ZtXh4Okqqrq/0eAR6gow10tIOWNtDRBjraQUsb6Bg8nv5MfX5+fovuQ8tFo1G/R4AH6GgDHe2gpQ10tIGOdtDSBjoGj6dLfXFx8UH3ffzxx16+RIfTt29fv0eAB+hoAx3toKUNdLSBjnbQ0gY6Bo8nS/2cOXOUk5OjLVu2KDc3N3Y79dRTdcopp3jxEh0WXymzgY420NEOWtpARxvoaActbaBj8HjyM/WXXXaZBg8erG9961t66KGHYvdHIhGdfvrpXrxEh7V3716/R4AH6GgDHe2gpQ10tIGOdtDSBjoGjydLff/+/dW/f3+9//77XhwOX5Gamur3CPAAHW2gox20tIGONtDRDlraQMfg8fTq9/v379cjjzyigoIC1dTUxO5//vnnvXyZDmXPnj1KSkryewy0Ex1toKMdtLSBjjbQ0Q5a2kDH4PH0QnmTJ09WUVGR3n77bV100UXavn27+vfv7+VLdDj79+/3ewR4gI420NEOWtpARxvoaActbaBj8Hi61G/YsEG/+c1vFIlEdMstt+jNN9/UX//6Vy9fosPhiyI20NEGOtpBSxvoaAMd7aClDXQMHk+X+m7dukmSwuGw9u3bp8TERO3evdvLl+hwSktL/R4BHqCjDXS0g5Y20NEGOtpBSxvoGDye/kz9CSecoIqKCl1++eW69NJL1bt3b/Xr18/Ll+hwamtr/R4BHqCjDXS0g5Y20NEGOtpBSxvoGDwh55zz6mANDQ3q3LmznHP63e9+p4qKCt1www2KRCJevUS7RaNRJSUlqbKyMq7mOpTq6mp1797d7zHQTnS0gY520NIGOtpARztoaQMd40dLd1dPT7/v3Lmzdu7cqeXLl+u6667T1KlT1bVrVy9fosMpLi72ewR4gI420NEOWtpARxvoaActbaBj8Hi61C9evFhnnXWWxo8fL0navHmz8vPzvXyJDqe+vt7vEeABOtpARztoaQMdbaCjHbS0gY7B4+lSP2vWLK1bt049e/aUJGVlZWn79u1evkSHk5GR4fcI8AAdbaCjHbS0gY420NEOWtpAx+Dx/PT7Xr16NbnvuOOOa/HzP/roI5199tkaNGiQhg8frk2bNjX7uL/97W+68MIL9U//9E/6p3/6Jz3//PPtmjuebd261e8R4AE62kBHO2hpAx2Dryxao588/1eVRWv8HgUe4HPSBjoGj6dLfWJionbt2qVQKCRJev3113XCCSe0+PlTp07VlClT9OGHH+qHP/xh7DT+r6qurtaoUaP005/+VO+//77ee+89nXfeeV79FeJOY2Oj3yPAA3S0gY520NIGOgZfWVWtfrfxc5VVcbVtC/ictIGOwePJ1e83bdqkoUOHau3atZoyZYq2bt2qzMxMbdu2TS+++KKys7OPeIyysjJlZGTos88+UzgclnNOffr00VtvvdXkFJB58+bpjTfe0O9+97s2zRq0q9/X1dWpS5cufo+BdqKjDXS0g5Y20DH43vu0Ulc88pb+55ZzlXlykt/joJ34nLSBjvHjmF79/vrrr5ckff/739eyZcu0cOFC3Xnnndq0aVOLFnpJKikpUZ8+fRQOhyVJoVBIaWlpB119cfPmzUpISNAVV1yh7Oxs3XDDDdq9e/chj1tbW6toNNrkFiRbtmzxewR4gI420NEOWtpAx+D78ltL3v2CZfiJz0kb6Bg8niz1NTU1WrRokXbu3KkVK1aorq5O9fX1WrFihZYuXerFS8TU19frtdde05w5c7R+/XqdfPLJ+ta3vnXIx8+aNUtJSUmxW2pqqqfzAAAAoPX27K3VPS8cuH7SPS9s0p69nIIPAG3hyen3S5cu1ezZs7Vy5UqdeeaZTV8gFNIbb7xxxGO09PT7Bx54QBs3btTTTz8t6cCp/5deeqk++eSTZo9bW1ur2tq//x+JaDSq1NRUTr/HMUVHG+hoBy1toGNwvbhxp370x78pFArprFN66p1tFXLO6af5w/T10/v4PR7aiM9JG+gYP47p6fd5eXl66aWXNHHiRC1btqzJrSULvSQlJycrNzdXCxYskCQtWbJE/fr1O+hXKlx99dVas2ZN7DT6l156SVlZWYc8bkJCgiKRSJNbkHD6iw10tIGOdtDSBjoG15ZdVTorvZdeufV8fTu7q1659Xydld5LH+6q8ns0tAOfkzbQMXjCXh7s4Ycfbtfz58yZo/Hjx2vmzJmKRCKaP3++JGnSpEnKy8tTXl6e0tLSdOedd+rss89Wp06ddPLJJ2vu3LlejA8AAIBj4PuXDFSnTgd+W1KppN49EvTY2DPU2MgP1wNAa3ly+n2QcPV7+IGONtDRDlraQEcb6GgHLW2gY/w4pqff4+jh9Bcb6GgDHe2gpQ10tIGOdtDSBjoGD0t9nOvUiUQW0NEGOtpBSxvoaAMd7aClDXQMHk6/j3M1NTXq2rWr32OgnehoAx3toKUNdLSBjnbQ0gY6xg9OvzeisLDQ7xHgATraQEc7aGkDHW2gox20tIGOwcNSH+fCYU9/QQF8Qkcb6GgHLW2gow10tIOWNtAxeFjq41xaWprfI8ADdLSBjnbQ0gY62kBHO2hpAx2Dh6U+zm3dutXvEeABOtpARztoaQMdbaCjHbS0gY7Bw1If5xISEvweAR6gow10tIOWNtDRBjraQUsb6Bg8LPVxLiUlxe8R4AE62kBHO2hpAx1toKMdtLSBjsHDUh/ntm/f7vcI8AAdbaCjHbS0gY420NEOWtpAx+BhqY9z3bp183sEeICONtDRDlraQEcb6GgHLW2gY/Cw1Me53r17+z0CPEBHG+hoBy1toKMNdLSDljbQMXhY6uNcSUmJ3yPAA3S0gY520NIGOtpARztoaQMdg4elPs716NHD7xHgATraQEc7aGkDHW2gox20tIGOwcNSH+cikYjfI8ADdLSBjnbQ0gY62kBHO2hpAx2Dh6U+zu3YscPvEeABOtpARztoaQMdbaCjHbS0gY7BE1dL/UcffaSzzz5bgwYN0vDhw7Vp06aDHvPmm2+qW7duys7Ojt3279/vw7RHX1m0Ros/2K+yaI3fo6Cd+IqnDXS0g5Y20NEGOtpBSxvoGDxxtdRPnTpVU6ZM0Ycffqgf/vCHGj9+fLOPGzx4sAoKCmI3q792oayqVk+uLVNZVa3fo6Cdunfv7vcI8AAd7aClDXS0gY520NIGOgZP3Cz1ZWVlWrt2rcaOHStJGj16tEpKSlRYWOjzZED7lZaW+j0CPEBHO2hpAx1toKMdtLSBjsETN0t9SUmJ+vTpo3A4LEkKhUJKS0tTcXHxQY/9+OOPlZubq+HDh+s3v/nNYY9bW1uraDTa5BYUzjX9L4KrZ8+efo8AD9DRDlraQEcb6GgHLW2gY/DEzVLfUrm5ufrkk0+0bt06/eEPf9Ds2bP17LPPHvLxs2bNUlJSUuyWmpp6DKdtuz17a3XPCweuKXDPC5u0Zy+n4AdZly5d/B4BHqCjHbS0gY420NEOWtpAx+CJm6U+NTVVO3fuVH19vSTJOafi4mKlpaU1eVwkElFSUpIkqV+/frr22mu1cuXKQx532rRpqqysjN1KSkqO3l/CIy9u3KmRv1yubXv26bz+3bVtzz6N/OVyvbhxp9+joY3Kysr8HgEeoKMdtLSBjjbQ0Q5a2kDH4ImbpT45OVm5ublasGCBJGnJkiXq16+fMjIymjxu586damxslCRVVVXpf/7nf5STk3PI4yYkJCgSiTS5xbstu6p0VnovvXLr+bo//zS9cuv5Oiu9lz7cVeX3aGijXr16+T0CPEBHO2hpAx1toKMdtLSBjsET9nuAr5ozZ47Gjx+vmTNnKhKJaP78+ZKkSZMmKS8vT3l5eVqyZIkee+wxhcNh1dfX66qrrtKECRN8ntxb379koDp1CkmSdlZJvXsk6LGxZ6ixkR+uBwAAAAD8XVwt9YMHD9aqVasOun/evHmxP3/nO9/Rd77znTa/hvv/V50LygXztm/fruOPP97vMdBOdLSBjnbQ0gY62kBHO2hpAx3jx5c7qzvCldPjaqk/FqqqDpzCHpQL5gEAAAAAOq6qqqrYdeWaE3JHWvuNaWxs1I4dO5SYmKhQKOT3OIcVjUaVmpqqkpKSQFwLAM2jow10tIOWNtDRBjraQUsb6BhfnHOqqqpS37591anToS+H1+G+U9+pUyf169fP7zFaJSgX+MPh0dEGOtpBSxvoaAMd7aClDXSMH4f7Dv2X4ubq9wAAAAAAoHVY6gEAAAAACCiW+jiWkJCg6dOnKyEhwe9R0A50tIGOdtDSBjraQEc7aGkDHYOpw10oDwAAAAAAK/hOPQAAAAAAAcVSDwAAAABAQLHUAwAAAAAQUCz1R1BTU6P8/HwNGjRIWVlZGjlypAoLCyVJZWVluuyyyzRw4EBlZmZqxYoVsedNmDAh9pxzzjlHa9asib3vrrvu0rBhw5Sdna3s7Gz9/ve/P+TrV1dX69prr1VGRoYGDRqkxYsXx95355136rTTTlNWVpbOPPNM/eUvfznkcRobG3XLLbfo1FNPVUZGhh599NGDHlNWVqaTTjpJ+fn5rfkQBQYtbaCjDR2h4z333KMTTzwxNs91113Xpo9VvKOlDR2hoyQtWbJEw4YNU2ZmpjIzM1VUVNTaD1Vco6MdtESrOBzW/v373YsvvugaGxudc8498sgj7oILLnDOOTdhwgQ3ffp055xzq1evdieffLL74osvnHPO/elPf3J1dXXOOedeeOEF179//9gxKyoqYn/+5JNPXGJiotu9e3ezrz9jxgw3btw455xzW7dudSeeeKLbs2ePc865l156yVVXVzvnnCsoKHCRSMTt3bu32eM89dRT7uKLL3b19fWuvLzcpaWluffee6/JY/Lz893EiRPdqFGjWvSxCRpa2kBHGzpCx+nTp7vvfe97rfq4BBEtbegIHdetW+cGDx7sPv30U+ecc9Fo1O3bt68VH6X4R0c7aInWYKlvpTVr1sQ+OY4//ni3c+fO2PuGDx/uXn311YOes3v3bhcOh2OfYF/1wQcfuB49erhdu3Y1+3pDhgxxq1atir191VVXuccff/ygxzU0NLjExES3bdu2Zo9z+eWXu4ULF8bevuOOO9xdd90Ve3vevHnu1ltvdfPnzze5QDSHljbQ0QaLHTvCItgcWtpgseN1113n5syZ0+zzrKKjHbTE4XD6fSs9/PDDGjVqlMrLy1VXV6eUlJTY+wYMGKDi4uJmn3P55ZcrHA7H7vv1r3+twYMHKzc3V3PnzlVycnKzr1dcXKz+/fsf8TXmz5+v9PT0Jo9t6XG2bdum2bNn62c/+9kR/va20NIGOtpgsaMkPffcc8rKytLFF1+sZcuWHeYjYActbbDYcfPmzSouLtYFF1ygnJwc3X333WpoaDjCRyLY6GgHLXE4LPWtMHPmTBUWFmrWrFktfs6CBQv07LPPau7cuU3u/+53v6stW7bo7bff1syZM1VeXt7muV5//XXNmDFDixYtUigUatVznXOaOHGiHn30UXXr1q3NMwQNLW2gow0WO0rSTTfdpKKiIm3YsEH33nuvxowZo+3bt7d5niCgpQ1WO9bX12v9+vV6+eWX9dZbb+ntt9/WY4891uZ54h0d7aAljoSlvoUeeOABPf/88/rzn/+s7t27q1evXgqHwyotLY09pqioSGlpabG3Fy1apBkzZujVV1/VSSed1Oxxs7KydPLJJ+vNN9/U5s2bYxeuuPnmmyVJaWlpTf4fh398jeXLl2vChAl64YUXNHjwYEnS559/HjvON77xjcMeJxqNauPGjRozZowGDBig//iP/9Arr7yiSy65xIOPWnyipQ10tMFqR0lKSUlRly5dJEnnnHOOcnJytHbt2nZ9vOIZLW2w3DEtLU2jR49Wt27ddPzxx+vKK6/UO++8094PWVyiox20RIv4fPp/IDz44IMuNzfXffbZZ03uHzduXJOLVPTt2zd2kYpFixa5jIwMV1RUdNDxNm3aFPtzYWGhS05Odps3b272tadPn37QRSq+vKDF8uXLXWpqqlu3bt0R/w7z588/6CIVGzdubPZxln9+l5Y20NEG6x1LSkpij/vwww9dcnKy27JlyxGPGUS0tMF6x2eeecaNGTPGNTQ0uLq6OpeXl+fuv//+Ix4zaOhoBy3RUiz1R1BSUuIkufT0dJeVleWysrLciBEjnHPOlZaWupEjR7qMjAw3ZMgQ98Ybb8SeFw6HXb9+/WLPycrKil0x8utf/7obMmSIy8rKcmeccYZ79tlnD/n6e/fudVdffbVLT093AwcOdIsWLYq9LyMjwyUnJzd5jeaWAuecq6+vd9/+9rfdKaec4tLT092vfvWrZh9neYGgpQ10tKEjdLzhhhvc0KFDXVZWlsvNzXXPPfdcuz5m8YqWNnSEjg0NDe722293p512mhs6dKi76aabXG1tbbs+bvGGjnbQEq0Rcs45/84TAAAAAAAAbcXP1AMAAAAAEFAs9QAAAAAABBRLPQAAAAAAAcVSDwAAAABAQLHUAwAAAAAQUCz1AAAAAAAEFEs9AAAAAAABxVIPAAAAAEBAsdQDAAAAABBQLPUAAAAAAAQUSz0AAAAAAAHFUg8AAAAAQECx1AMAAAAAEFAs9QAAAAAABBRLPQAAAAAAARX2e4BjrbGxUTt27FBiYqJCoZDf4wAAAAAAcBDnnKqqqtS3b1916nTo78d3uKV+x44dSk1N9XsMAAAAAACOqKSkRP369Tvk+4/5Uh8KhVRRUaGvfe1rrXqfVxITEyUd+MBEIpGj9jpeKS0tVUpKit9joJ3oaAMd7aClDXQ0oGqXqt6arcRzb5IST/J7GrQTn5M2mO9YtUtav0DKGRv3/+5Eo1GlpqbGdthD6XDfqf/ylPtIJBKIpX7fvn2BmBOHR0cb6GgHLW2gowF7tyry/jzpvOslWgYen5M2mO+4d6u09ldS7jcC8+/OkX5s3JcL5T3wwAPKycnRoEGD9MwzzzT7mAEDBqigoCD29plnnqk333xT0oGvHl199dUaMWKEhg0bph/96EfHYGp/lJeX+z0CPEBHG+hoBy1toCMQX/ictIGOwePLUh8KhbR+/Xq9/PLLuuWWW1RUVNSq548bN04333yzVq9erfXr12vt2rV67rnnmn1sbW2totFok1uQJCcn+z0CPEBHG+hoBy1toKMF7h/+iyDjc9IG+x3t/bvjy+n3kyZNkiSlp6fr/PPP14oVKzRgwIAWPXffvn16/fXXtWvXrth9e/fu1ZYtW5p9/KxZszRjxox2z+yXuro6v0eAB+hoAx3toKUNdAy4vbulP//wwJ///ENpzDNSjxP9nQntwuekDaY7Gv13Jy5+T31zPyMQDofV0NAQe7umpkbSgcv6S9I777yjgoICFRQUqLCw8JCn4E+bNk2VlZWxW0lJyVH4Gxw9FRUVfo8AD9DRBjraQUsb6Bhgm/4g/dcIqbxQlf0ulsoLD7y96Q9+T4Z24HPSBrMdv/LvjoZ+w9S/O74s9fPnz5ckFRUVaeXKlTrvvPMOekxGRobeffddSdLq1atj34nv0aOHLrroIt13332xx+7YsUOffPJJs6+VkJAQuyheUC6O91WmrzzZgdDRBjraQUsb6BhgZe9LA86Vvv2u6vIfl7797oG3yz7wezK0A5+TNpjt+JV/d3TVk6b+3fHl9PuGhgbl5ORo3759+vWvf93sqfc//elPNW7cOM2ZM0f/9//+Xw0dOjT2vmeeeUa33XabMjMzFQqFdPzxx2vOnDmH/d19QVVdXe33CPAAHW2gox20tIGOAXbBf0qdDnxvqfqzYql3mjTmv6XGRp8HQ3vwOWmD2Y5f+XdH0oHT7o38u3PMl/ovT5+/9957D/k+6cDV7jdt2tTsMZKTk7VgwYKjM2CcCdqF/dA8OtpARztoaQMdA+wr/491k46d4uInQ9FGfE7aYLbjof59MfDvTvD/Bsb17dvX7xHgATraQEc7aGkDHW2gox20tIGOwcNSH+fMfqWsg6GjDXS0g5Y20NEGOtpBSxvoGDws9XFu7969fo8AD9DRBjraQUsb6GgDHe2gpQ10DB6W+jiXmprq9wjwAB1toKMdtLSBjjbQ0Q5a2kDH4GGpj3N79uzxewR4gI420NEOWtpARxvoaActbaBj8LDUx7n9+/f7PQI8QEcb6GgHLW2gow10tIOWNtAxeFjq41z//v39HgEeoKMNdLSDljbQ0QY62kFLG+gYPCz1ca60tNTvEeABOtpARztoaQMdbaCjHbS0gY7Bw1If52pra/0eAR6gow10tIOWNtDRBjraQUsb6Bg8LPVxLj093e8R4AE62kBHO2hpAx1toKMdtLSBjsHDUh/niouL/R4BHqCjDXS0g5Y20NEGOtpBSxvoGDws9XGuvr7e7xHgATraQEc7aGkDHW2gox20tIGOwRNyzjm/hziWotGokpKSVFlZqUgk4vc4R1RTU6OuXbv6PQbaiY420NEOWtpARxvoaActbaBj/Gjp7sp36uPc1q1b/R4BHqCjDXS0g5Y20NEGOtpBSxvoGDws9XGusbHR7xHgATraQEc7aGkDHW2gox20tIGOwcPp93Gurq5OXbp08XsMtBMdbaCjHbS0gY420NEOWtpAx/gRt6ffh0Ihff75561+X0e1ZcsWv0eAB+hoAx3toKUNdLSBjnbQ0gY6Bg+n3wMAAAAAEFC+LPUPPPCAcnJyNGjQID3zzDPNPmbAgAEqKCiIvX3mmWfqzTfflCSVlpbq6quv1ogRIzRs2DD96Ec/OgZT+2Pw4MF+jwAP0NEGOtpBSxvoaAMd7aClDXQMHl+W+lAopPXr1+vll1/WLbfcoqKiolY9f9y4cbr55pu1evVqrV+/XmvXrtVzzz3X7GNra2sVjUab3IKE019soKMNdLSDljbQ0QY62kFLG+gYPGE/XnTSpEmSpPT0dJ1//vlasWKFBgwY0KLn7tu3T6+//rp27doVu2/v3r2H/B/frFmzNGPGjHbPDAAAAABAvGnTUt/Y2KhOnZp+k7+iokI9e/Zs0xChUOjgwcJhNTQ0xN6uqamRJH15sf533nlHXbt2PeKxp02bpttuuy32djQaVWpqapvm9AOnv9hARxvoaActbaCjDXS0g5Y20DF4WnX6/dq1a3XKKaeoW7du+sY3vqHdu3fH3nfJJZe0+Djz58+XJBUVFWnlypU677zzDnpMRkaG3n33XUnS6tWrY9+J79Gjhy666CLdd999scfu2LFDn3zySbOvlZCQoEgk0uQWJJz+YgMdbaCjHbS0gY420NEOWtpAx+Bp1VJ/66236tFHH9WOHTuUmZmp888/X59++qmkv38HvSUaGhqUk5Ojf/mXf9Gvf/3rZk+9/+lPf6r/+q//UlZWln77299q6NChsfc988wzKiwsVGZmpoYNG6Yrr7xS5eXlrfmrBMY/nhGBYKKjDXS0g5Y20NEGOtpBSxvoGDwh14ptPCcnR+vXr4+9vWDBAt1777167bXXNGrUKK1bt+6oDOmlaDSqpKQkVVZWBuK79jU1NS36MQPENzraQEc7aGkDHW2gox20tIGO8aOlu2urvgxTXV2txsbG2Ntjx47VT37yE11yySVmv1Put8LCQr9HgAfoaAMd7aClDXS0gY520NIGOgZPq5b6c845Ry+99FKT+8aMGaOf/vSn2rlzp6eD4YBw2JdfUACP0dEGOtpBSxvoaAMd7aClDXQMnladft9S27Zt0ymnnOL1YT0RtNPvq6ur1b17d7/HQDvR0QY62kFLG+hoAx3toKUNdIwfR+X0+5YaPXr00Thsh7R161a/R4AH6GgDHe2gpQ10tIGOdtDSBjoGz1FZ6o/CN/87rISEBL9HgAfoaAMd7aClDXS0gY520NIGOgbPUVnqQ6HQ0Thsh5SSkuL3CPAAHW2gox20tIGONtDRDlraQMfg4ZcQxrnt27f7PQI8QEcb6GgHLW2gow10tIOWNtAxeDj9Ps5169bN7xHgATraQEc7aGkDHW2gox20tIGOwXNUlvorr7zyaBy2Q+rdu7ffI8ADdLSBjnbQ0gY62kBHO2hpAx2Dp01LfUlJia644gplZ2dLkgoKCvTQQw/F3n/33Xd7MhwOfKwRfHS0gY520NIGOtpARztoaQMdg6dNS/3UqVN1zTXXxE6zz8zM1G9/+1tPB8MBPXr08HsEeICONtDRDlraQEcb6GgHLW2gY/C0aakvKyvT2LFj1anTgaeHw2GFw2FPB8MBkUjE7xHgATraQEc7aGkDHW2gox20tIGOwdOmpT4cDje5GF5FRQUXxztKduzY4fcI8AAdbaCjHbS0gY420NEOWtpAx+Bp01J/1VVXaerUqYpGo5o3b55GjhypSZMmeT0bxFfKrKCjDXS0g5Y20NEGOtpBSxvoGDxtOmf+9ttv18KFC1VZWalXXnlFt912m/793//d69kgqXv37n6PAA/Q0QY62kFLG+hoAx3toKUNdAyeVi/1DQ0NuvTSS/Xaa6/p2muvPRoz4StKS0v5tRIG0NEGOtpBSxvoaAMd7aClDXQMnlafft+5c2dVV1ersbHxaMzTJt/85jf15JNP+j3GUdGzZ0+/R4AH6GgDHe2gpQ10tIGOdtDSBjoGT5tOvx8+fLiuuOIKjR07tsmvPMjLy/NkqPr6eq6m//916dLF7xHgATraQEc7aGkDHW2gox20tIGOwdOmzXnjxo2SpMcffzx2XygUatdSHwqF9OMf/1gvvfSSLrzwQv34xz/Wbbfdpg0bNqimpkZnnXWWHn30UR133HH64IMPNHHiRFVWVmrgwIGqrq5u8+vGu7KyMiUnJ/s9BtqJjjbQ0Q5a2kBHG+hoBy1toGPwtGmpX7ZsmddzSDpwav+aNWskSVOmTNF5552nxx9/XM45TZ48WQ8//LDuuOMOXX/99brpppt044036m9/+5vOPPPMQ16or7a2VrW1tbG3o9HoUZn9aOnVq5ffI8ADdLSBjnbQ0gY62kBHO2hpAx2Dp01L/YoVK5q9//zzz2/XMBMnToz9+Y9//KNWrVqlX/7yl5Kk/fv3q3PnzopGoyooKND48eMlScOGDdO55557yGPOmjVLM2bMaNdcAAAAAADEozb/Srsv1dTUaMuWLcrMzNS6devaNcxXfz7fOaclS5Zo0KBBTR7T3HfaQ6HQIY85bdo03XbbbU2en5qa2q45j6Xy8nL16dPH7zHQTnS0gY520NIGOtpARztoaQMdg6fVV7+XpDVr1sRuf/vb3/TWW2/prLPO8nSw/Px8/fznP1d9fb0kqaKiQoWFhYpEIsrJydHTTz8tSdq0aZPeeuutQx4nISFBkUikyS1I+HkWG+hoAx3toKUNdLSBjnbQ0gY6Bk+blvp/NGLECK1atcqLQ8U89NBD6tatm7Kzs3X66afrkksuUVFRkSTp6aef1ty5c5WZmakf/ehH7T7tP57V1dX5PQI8QEcb6GgHLW2gow10tIOWNtAxeNp19XtJamho0Lvvvtvu+M65Jm/36NFDjz76aLOPPe200zz/IkK8qqio0Mknn+z3GGgnOtpARztoaQMdbaCjHbS0gY7B06alftSoUX8/QDisgQMH6qmnnvJsKPxdSkqK3yPAA3S0gY520NIGOtpARztoaQMdg6dNS/22bdu8ngOHUF1d7fcI8AAdbaCjHbS0gY420NEOWtpAx+Bp08/U5+fnt+g+tF9zV/tH8NDRBjraQUsb6GgDHe2gpQ10DJ42LfXFxcUH3ffxxx+3exgcrG/fvn6PAA/Q0QY62kFLG+hoAx3toKUNdAyeVi31c+bMUU5OjrZs2aLc3NzY7dRTT9Upp5xytGbs0PhKmQ10tIGOdtDSBjraQEc7aGkDHYOnVT9Tf9lll2nw4MH61re+pYceeih2fyQS0emnn+75cJD27t3r9wjwAB1toKMdtLSBjjbQ0Q5a2kDH4GnVUt+/f3/1799f77///tGaB/8gNTXV7xHgATraQEc7aGkDHW2gox20tIGOwdOmq9/v379fjzzyiAoKClRTUxO7//nnn/dsMBywZ88eJSUl+T0G2omONtDRDlraQEcb6GgHLW2gY/C06UJ5kydPVlFRkd5++21ddNFF2r59u/r37+/1bNCBL6Ag+OhoAx3toKUNdLSBjnbQ0gY6Bk+blvoNGzboN7/5jSKRiG655Ra9+eab+utf/+r1bJD4YokRdLSBjnbQ0gY62kBHO2hpAx2Dp01Lfbdu3SRJ4XBY+/btU2Jionbv3u3pYDigtLTU7xHgATraQEc7aGkDHW2gox20tIGOwdOmn6k/4YQTVFFRocsvv1yXXnqpevfurX79+nk9GyTV1tb6PQI8QEcb6GgHLW2gow10tIOWNtAxeELOOdfaJzU0NKhz585yzul3v/udKioqdMMNNygSiRyNGT0VjUaVlJSkysrKQMxbXV2t7t27+z0G2omONtDRDlraQEcb6GgHLW2gY/xo6e7aptPvO3furJ07d2r58uW67rrrNHXqVHXt2rXNw+LQiouL/R4BHqCjDXS0g5Y20NEGOtpBSxvoGDxtWuoXL16ss846S+PHj5ckbd68Wfn5+R6OhS/V19f7PQI8QEcb6GgHLW2gow10tIOWNtAxeNq01M+aNUvr1q1Tz549JUlZWVnavn27p4PhgIyMDL9HgAfoaAMd7aClDXS0gY520NIGOgZPm0+/79WrV5P7jjvuOE8GaotvfvObevLJJ317/aNp69atfo8AD9DRBjraQUsb6GgDHe2gpQ10DJ42LfWJiYnatWuXQqGQJOn111/XCSec4NlQnPLxd42NjX6PAA/Q0QY62kFLG+hoAx3toKUNdAyeVi31mzZtkiT9/Oc/17/+679q69atOvfcc3XDDTfowQcfbNcgoVBI06dP1/DhwzVt2jRVVVVp8uTJGjFihE4//XRNmTJFX3zxhSTpgw8+0Nlnn62hQ4cqPz9f0Wi0Xa8dzwYPHuz3CPAAHW2gox20tIGONtDRDlraQMfgadVSf/3110uSvv/972vZsmVauHCh7rzzTm3atEnZ2dntHqZz585as2aNfvGLX+j222/Xeeedp9WrV2vDhg1qbGzUww8/HJvjxhtv1KZNm3Tvvfdq+fLlhzxmbW2totFok1uQbNmyxe8R4AE62kBHO2hpAx1toKMdtLSBjsETbs2Da2pqtGjRIu3cuVMrVqzQl7/ifsWKFZKkvLy8dg0zceLE2J//+Mc/atWqVfrlL38pSdq/f786d+6saDSqgoKC2JX3hw0bpnPPPfeQx5w1a5ZmzJjRrrkAAAAAAIhHIfflZt4CS5cu1ezZs7Vy5UqdeeaZTQ8UCumNN95o+yChkCoqKvS1r31NknTiiSfqf//3fzVo0KAmj4tGo+rVq5dqamrUuXNnSdI///M/a+zYsbFF/6tqa2tVW1vb5PmpqamqrKxUJBJp87zHSl1dnbp06eL3GGgnOtpARztoaQMdbaCjHbS0gY7xIxqNKikp6Yi7a6tOv8/Ly9NLL72kiRMnatmyZU1u7Vnom5Ofn6+f//znsYvmVVRUqLCwUJFIRDk5OXr66aclHfg5/7feeuuQx0lISFAkEmlyCxJOf7GBjjbQ0Q5a2kBHG+hoBy1toGPwtOnq91/+bPvR9NBDD6lbt27Kzs7W6aefrksuuURFRUWSpKefflpz585VZmamfvSjH+n8888/6vMAAAAAABBvWnX6vQUtPYUhXnD6iw10tIGOdtDSBjraQEc7aGkDHePHUTn9Hscep7/YQEcb6GgHLW2gow10tIOWNtAxeFjq41ynTiSygI420NEOWtpARxvoaActbaBj8HD6fZyrqalR165d/R4D7URHG+hoBy1toKMNdLSDljbQMX5w+r0RhYWFfo8AD9DRBjraQUsb6GgDHe2gpQ10DB6W+jgXDof9HgEeoKMNdLSDljbQ0QY62kFLG+gYPCz1cS4tLc3vEeABOtpARztoaQMdbaCjHbS0gY7Bw1If57Zu3er3CPAAHW2gox20tIGONtDRDlraQMfgYamPcwkJCX6PAA/Q0QY62kFLG+hoAx3toKUNdAwelvo4l5KS4vcI8AAdbaCjHbS0gY420NEOWtpAx+BhqY9z27dv93sEeICONtDRDlraQEcb6GgHLW2gY/Cw1Me5bt26+T0CPEBHG+hoBy1toKMNdLSDljbQMXhY6uNc7969/R4BHqCjDXS0g5Y20NEGOtpBSxvoGDws9XGupKTE7xHgATraQEc7aGkDHW2gox20tIGOwcNSH+d69Ojh9wjwAB1toKMdtLSBjjbQ0Q5a2kDH4GGpj3ORSMTvEeABOtpARztoaQMdbaCjHbS0gY7Bw1If53bs2OH3CPAAHW2gox20tIGONtDRDlraQMfgMbHUf/Ob39STTz7p9xjeqypVauECqarU70nQTnzF0wY62kFLG+hoAx3toKUN5jtWlUrLZpnaseJyqa+vr/d7hPhQVaqkgsdM/Q+uo+revbvfI8ADdLSDljbQ0QY62kFLG8x3rCqVlt9naseKm6U+FApp+vTpGj58uKZNm6aqqipNnjxZI0aM0Omnn64pU6boiy++kCR98MEHOvvsszV06FDl5+crGo36PD1weKWldv7R6MjoaActbaCjDXS0g5Y20DF44mapl6TOnTtrzZo1+sUvfqHbb79d5513nlavXq0NGzaosbFRDz/8sCTp+uuv14033qhNmzbp3nvv1fLlyw95zNraWkWj0Sa34HD/8F8EVc+ePf0eAR6gox20tIGONtDRDlraYL+jvR0rrpb6iRMnxv78xz/+Ub/4xS+UnZ2tnJwcrVy5UoWFhYpGoyooKND48eMlScOGDdO55557yGPOmjVLSUlJsVtqaurR/mt4Y+9u6c8/PPDnP//wwNsIrC5duvg9AjxARztoaQMdbaCjHbS0wXRHoztWXC31X/2diM45LVmyRAUFBSooKNCWLVs0Z86cZp8XCoUOecxp06apsrIydispKfF8bs9t+oP0XyOk8kJV9rtYKi888PamP/g9GdqorKzM7xHgATraQUsb6GgDHe2gpQ1mO35lx9LQb5jaseJqqf+q/Px8/fznP49dNK+iokKFhYWKRCLKycnR008/LUnatGmT3nrrrUMeJyEhQZFIpMkt7pW9Lw04V/r2u6r++m+kb7974O2yD/yeDG3Uq1cvv0eAB+hoBy1toKMNdLSDljaY7fiVHUtXPWlqxwr7PcChPPTQQ/rP//xPZWdnq1OnTgqHw7r//vuVkZGhp59+WhMmTNCDDz6ogQMH6vzzz/d7XG9d8J9Sp///9ZaqnVKPE6Ux/y01Nvo7FwAAAAAE0Vd3LMnUjhU3S71zTS9U0KNHDz366KPNPva0007TqlWr2vU6Qblg3vbt23X88cf7PQbaiY420NEOWtpARxvoaActbaBj/PhyZ/3HXfkfxc1Sf6xUVVVJUnAumAcAAAAA6LCqqqqUlJR0yPeH3JHWfmMaGxu1Y8cOJSYmHvYCe/EgGo0qNTVVJSUlwbgWAJpFRxvoaActbaCjDXS0g5Y20DG+OOdUVVWlvn37qlOnQ18Or8N9p75Tp07q16+f32O0SmAu8IfDoqMNdLSDljbQ0QY62kFLG+gYPw73Hfovxe3V7wEAAAAAwOGx1AMAAAAAEFAs9XEsISFB06dPV0JCgt+joB3oaAMd7aClDXS0gY520NIGOgZTh7tQHgAAAAAAVvCdegAAAAAAAoqlHgAAAACAgGKpBwAAAAAgoFjqj6Cmpkb5+fkaNGiQsrKyNHLkSBUWFkqSysrKdNlll2ngwIHKzMzUihUrYs+bMGFC7DnnnHOO1qxZE3vfXXfdpWHDhik7O1vZ2dn6/e9/f8jXr66u1rXXXquMjAwNGjRIixcvjr3vzjvv1GmnnaasrCydeeaZ+stf/nLI4zQ2NuqWW27RqaeeqoyMDD366KMHPaasrEwnnXSS8vPzW/MhCgxa2kBHGzpCx3vuuUcnnnhibJ7rrruuTR+reEdLGzpCR0lasmSJhg0bpszMTGVmZqqoqKi1H6q4Rkc7aIlWcTis/fv3uxdffNE1NjY655x75JFH3AUXXOCcc27ChAlu+vTpzjnnVq9e7U4++WT3xRdfOOec+9Of/uTq6uqcc8698MILrn///rFjVlRUxP78ySefuMTERLd79+5mX3/GjBlu3Lhxzjnntm7d6k488US3Z88e55xzL730kquurnbOOVdQUOAikYjbu3dvs8d56qmn3MUXX+zq6+tdeXm5S0tLc++9916Tx+Tn57uJEye6UaNGtehjEzS0tIGONnSEjtOnT3ff+973WvVxCSJa2tAROq5bt84NHjzYffrpp84556LRqNu3b18rPkrxj4520BKtwVLfSmvWrIl9chx//PFu586dsfcNHz7cvfrqqwc9Z/fu3S4cDsc+wb7qgw8+cD169HC7du1q9vWGDBniVq1aFXv7qquuco8//vhBj2toaHCJiYlu27ZtzR7n8ssvdwsXLoy9fccdd7i77ror9va8efPcrbfe6ubPn29ygWgOLW2gow0WO3aERbA5tLTBYsfrrrvOzZkzp9nnWUVHO2iJw+H0+1Z6+OGHNWrUKJWXl6uurk4pKSmx9w0YMEDFxcXNPufyyy9XOByO3ffrX/9agwcPVm5urubOnavk5ORmX6+4uFj9+/c/4mvMnz9f6enpTR7b0uNs27ZNs2fP1s9+9rMj/O1toaUNdLTBYkdJeu6555SVlaWLL75Yy5YtO8xHwA5a2mCx4+bNm1VcXKwLLrhAOTk5uvvuu9XQ0HCEj0Sw0dEOWuJwWOpbYebMmSosLNSsWbNa/JwFCxbo2Wef1dy5c5vc/93vfldbtmzR22+/rZkzZ6q8vLzNc73++uuaMWOGFi1apFAo1KrnOuc0ceJEPfroo+rWrVubZwgaWtpARxssdpSkm266SUVFRdqwYYPuvfdejRkzRtu3b2/zPEFASxusdqyvr9f69ev18ssv66233tLbb7+txx57rM3zxDs62kFLHAlLfQs98MADev755/XnP/9Z3bt3V69evRQOh1VaWhp7TFFRkdLS0mJvL1q0SDNmzNCrr76qk046qdnjZmVl6eSTT9abb76pzZs3xy5ccfPNN0uS0tLSmvw/Dv/4GsuXL9eECRP0wgsvaPDgwZKkzz//PHacb3zjG4c9TjQa1caNGzVmzBgNGDBA//Ef/6FXXnlFl1xyiQcftfhESxvoaIPVjpKUkpKiLl26SJLOOecc5eTkaO3ate36eMUzWtpguWNaWppGjx6tbt266fjjj9eVV16pd955p70fsrhERztoiRbx+fT/QHjwwQddbm6u++yzz5rcP27cuCYXqejbt2/sIhWLFi1yGRkZrqio6KDjbdq0KfbnwsJCl5yc7DZv3tzsa0+fPv2gi1R8eUGL5cuXu9TUVLdu3boj/h3mz59/0EUqNm7c2OzjLP/8Li1toKMN1juWlJTEHvfhhx+65ORkt2XLliMeM4hoaYP1js8884wbM2aMa2hocHV1dS4vL8/df//9Rzxm0NDRDlqipVjqj6CkpMRJcunp6S4rK8tlZWW5ESNGOOecKy0tdSNHjnQZGRluyJAh7o033og9LxwOu379+sWek5WVFbti5Ne//nU3ZMgQl5WV5c444wz37LPPHvL19+7d666++mqXnp7uBg4c6BYtWhR7X0ZGhktOTm7yGs0tBc45V19f77797W+7U045xaWnp7tf/epXzT7O8gJBSxvoaENH6HjDDTe4oUOHuqysLJebm+uee+65dn3M4hUtbegIHRsaGtztt9/uTjvtNDd06FB30003udra2nZ93OINHe2gJVoj5Jxz/p0nAAAAAAAA2oqfqQcAAAAAIKBY6gEAAAAACCiWegAAAAAAAoqlHgAAAACAgGKpBwAAAAAgoFjqAQAAAAAIKJZ6AAAAAAACiqUeAAAAAICAYqkHAAAAACCgWOoBAAAAAAgolnoAAAAAAAKKpR4AAAAAgIBiqQcAAAAAIKBY6gEAAAAACCiWegAAAAAAAirs9wDHWmNjo3bs2KHExESFQiG/xwEAAAAA4CDOOVVVValv377q1OnQ34/vcEv9jh07lJqa6vcYAAAAAAAcUUlJifr163fI9x/zpf673/2uli5dqu3bt2v9+vXKzs6WJH300UcaN26c9uzZo6SkJD355JMaOnRos8d44okndN9996mxsVEXX3yxfvOb36hLly4tev3ExERJBz4wkUjEk7/T0bKneo/+u+C/dX329erdvbff46AdSktLlZKS4vcYaCc62kFLG+hoAx3toKUNdIwf0WhUqampsR32UI75Uv/Nb35TP/jBD3Tuuec2uX/q1KmaMmWKxo8fr8WLF2v8+PFas2bNQc/ftm2b7r77bq1bt04nnXSSRo0apblz5+rmm29u0et/ecp9JBKJ+6X+k7pPtHjXYl3V5aq4nxWHt2/fPhoaQEc7aGkDHW2gox20tIGO8edIPzZ+zC+Ud/755x906kBZWZnWrl2rsWPHSpJGjx6tkpISFRYWHvT8xYsXKy8vTykpKQqFQrrpppu0cOHCYzI70Fbl5eV+jwAP0NEOWtpARxvoaActbaBj8MTF1e9LSkrUp08fhcMHThwIhUJKS0tTcXHxQY8tLi5W//79Y28PGDCg2cd9qba2VtFotMktKJxck/8iuJKTk/0eAR6gox20tIGONtDRDlraQMfgiYul/miaNWuWkpKSYregXCSvfH+57nv3PknSfe/ep/L9fMUsyOrq6vweAR6gox20tIGONtDRDlraQMfgiYulPjU1VTt37lR9fb2kA5fuLy4uVlpa2kGPTUtL0/bt22NvFxUVNfu4L02bNk2VlZWxW0lJifd/AY/9pegvyv9TvrZHt+usnmdpe3S78v+Ur78U/cXv0dBGFRUVfo8AD9DRDlraQEcb6GgHLW2gY/DExVKfnJys3NxcLViwQJK0ZMkS9evXTxkZGQc9dvTo0Vq6dKlKS0vlnNPs2bN1zTXXHPLYCQkJsYviBeHieJJU+HmhhqcM1x9G/UGzzp6lP4z6g4anDNfHn3/s92hoI64gagMd7aClDXS0gY520NIGOgbPMb/6/dSpU/Xiiy+qtLRUl156qRITE1VYWKg5c+Zo/PjxmjlzpiKRiObPnx97zqRJk5SXl6e8vDylp6drxowZOueccyRJF154oaZOnXqs/xpH1beyvqVOoQNfbyneXay03mn65YW/VKNr9HkytFV1dbXfI8ADdLSDljbQ0QY62kFLG+gYPMd8qZ8zZ06z9w8ePFirVq1q9n3z5s1r8vbkyZM1efJkz2eLF18u9JKaXNjvq/cjWIJ0gUYcGh3toKUNdLSBjnbQ0gY6Bg9bYpzr27ev3yPAA3S0gY520NIGOtpARztoaQMdg4elPs7xlTIb6GgDHe2gpQ10tIGOdtDSBjoGD0t9nNu7d6/fI8ADdLSBjnbQ0gY62kBHO2hpAx2Dh6U+zqWmpvo9AjxARxvoaActbaCjDXS0g5Y20DF4WOrj3J49e/weAR6gow10tIOWNtDRBjraQUsb6Bg8LPVxbv/+/X6PAA/Q0QY62kFLG+hoAx3toKUNdAwelvo4179/f79HgAfoaAMd7aClDXS0gY520NIGOgYPS32cKy0t9XsEeICONtDRDlraQEcb6GgHLW2gY/Cw1Me52tpav0eAB+hoAx3toKUNdLSBjnbQ0gY6Bg9LfZxLT0/3ewR4gI420NEOWtpARxvoaActbaBj8LDUx7ni4mK/R4AH6GgDHe2gpQ10tIGOdtDSBjoGD0t9nKuvr/d7BHiAjjbQ0Q5a2kBHG+hoBy1toGPwhJxzzu8hjqVoNKqkpCRVVlYqEon4Pc4R1dTUqGvXrn6PgXaiow10tIOWNtDRBjraQUsb6Bg/Wrq78p36OLd161a/R4AH6GgDHe2gpQ10tIGOdtDSBjoGT9jvAb5UXl6uSy65JPZ2dXW1tm7dqrKyMp1wwgmx+4uKinTqqadq2LBhsfuWLFmiU0899ZjOe6w0Njb6PQI8QEcb6GgHLW2gow10tIOWNtAxeOL29PsHHnhAy5cv1wsvvNDk/qKiImVnZ+vzzz9v03GDdvp9XV2dunTp4vcYaCc62kBHO2hpAx1toKMdtLSBjvEj8KffP/HEE7rxxhv9HsN3W7Zs8XsEeICONtDRDlraQEcb6GgHLW2gY/DEzen3X/X222+roqJCV1xxRbPv37dvn4YPH66Ghgbl5+frrrvuUufOnZt9bG1trWpra2NvR6PRozIzAAAAAADHWlyefn/jjTeqV69euv/++w96X21trSorK5WcnKzPPvtMY8aM0ciRI/WDH/yg2WPdc889mjFjxkH3c/o9jiU62kBHO2hpAx1toKMdtLSBjvEjsKff7927V88++6wmTpzY7PsTEhKUnJwsSTrhhBM0ceJErVy58pDHmzZtmiorK2O3kpKSozL30cLpLzbQ0QY62kFLG+hoAx3toKUNdAyeuDv9ftGiRcrKytJpp53W7PvLysrUs2dPdenSRbW1tXr++eeVk5NzyOMlJCQoISHhaI0LAAAAAIBv2vyd+vr6eq1fv16VlZVeztPsBfJ+/OMfa/bs2ZKkt956Szk5OcrKylJubq5SUlJ01113eTpDPBk8eLDfI8ADdLSBjnbQ0gY62kBHO2hpAx2Dp8U/U//GG2/oqquuUigU0pIlS3THHXeoqqpKu3fv1pIlS3TBBRcc7Vk9EbRfaffee+8pMzPT7zHQTnS0gY520NIGOtpARztoaQMd40dLd9cWn34/bdo0vf766/r88881evRoPfvss7r44ou1evVq3X777Yf9uXa0XadOcXfZA7QBHW2gox20tIGONtDRDlraQMfgafFS/8UXXyg7O1uS9LWvfU0XX3yxJGnEiBHau3fvURkOUnp6ut8jwAN0tIGOdtDSBjraQEc7aGkDHYOnxV+GaWxsjP35qquuavK+hoYG7yZCE4WFhX6PAA/Q0QY62kFLG+hoAx3toKUNdAyeFi/1Z5xxhqLRqCRp1qxZsfs//vjjQPxselCFw3H3CwrQBnS0gY520NIGOtpARztoaQMdg6fFF8o7lPr6etXV1albt26SpG3btumUU07xZLijIWgXyquurlb37t39HgPtREcb6GgHLW2gow10tIOWNtAxfrR0d233VRDC4XBsoZek0aNHt/eQ+IqtW7f6PQI8QEcb6GgHLW2gow10tIOWNtAxeDy/tGE7v/GPf5CQkOD3CPAAHW2gox20tIGONtDRDlraQMfg8XypD4VCXh+yQ0tJSfF7BHiAjjbQ0Q5a2kBHG+hoBy1toGPw8EsI49z27dv9HgEeoKMNdLSDljbQ0QY62kFLG+gYPJx+H+e+er0CBBcdbaCjHbS0gY420NEOWtpAx+DxfKm/8sorvT5kh9a7d2+/R4AH6GgDHe2gpQ10tIGOdtDSBjoGT6uX+pKSEl1xxRXKzs6WJBUUFOihhx6Kvf/uu+/2bDgc+Hgj+OhoAx3toKUNdLSBjnbQ0gY6Bk+rl/qpU6fqmmuuiZ1mn5mZqd/+9reeD4YDevTo4fcI8AAdbaCjHbS0gY420NEOWtpAx+Bp9VJfVlamsWPHqlOnA08Nh8MKh8OeD4YDIpGI3yPAA3S0gY520NIGOtpARztoaQMdg6fVS304HG5yMbyKigrPLo43YMAADR48WNnZ2crOztaiRYuafdwTTzyhgQMH6tRTT9XkyZNVV1fnyevHox07dvg9AjxARxvoaActbaCjDXS0g5Y2WO/4QfkHmvDyBH1Q/oHfo3im1Uv9VVddpalTpyoajWrevHkaOXKkJk2a5NlAixYtUkFBgQoKCjRmzJiD3r9t2zbdfffdWrlypQoLC7Vr1y7NnTvXs9ePN3ylzAY62kBHO2hpAx1toKMdtLTBesfCykKt3bVWhZWFfo/imVYv9bfffrsuuuginXnmmXrllVd022236Tvf+c7RmK1ZixcvVl5enlJSUhQKhXTTTTdp4cKFx+z1j7Xu3bv7PQI8QEcb6GgHLW2gow10tIOWNtAxeFr1w/ANDQ269NJL9dprr+naa689KgPdcMMNcs5pxIgRuu+++3TiiSc2eX9xcbH69+8fe3vAgAEqLi4+5PFqa2tVW1sbezsajXo/9FFUWlrKr5UwgI420NEOWtpARxvoaActbbDe8csfHffqR8jjQau+U9+5c2dVV1ersbHxqAyzYsUKbdy4UevWrVPv3r01bty4dh9z1qxZSkpKit1SU1M9mPTY6dmzp98jwAN0tIGOdtDSBjraQEc7aGmD5Y6FFYX62Ts/kyT97J2fqbDCxin4rb5s/fDhw3XFFVdo7NixTX7dQV5eXruHSUtLkyR16dJF3//+9zVo0KBmH/Pxxx/H3i4qKoo9rznTpk3TbbfdFns7Go0GarHv0qWL3yPAA3S0gY520NIGOtpARztoaYPVjvevuV8LNi+QJKV0T9Gu6l26cumVGjtkrH4w/Ac+T9c+rV7qN27cKEl6/PHHY/eFQqF2L/X79u1TXV2dvva1r0mSFi5cqJycnIMeN3r0aJ177rm65557dNJJJ2n27Nm65pprDnnchIQEJSQktGs2P5WVlSk5OdnvMdBOdLSBjnbQ0gY62kBHO2hpg9WOm8s368TuJ2rOP89RRs8MFVYUauprU/V++ft+j9ZurV7qly1bdjTm0K5duzR69Gg1NDTIOaf09HQ9/fTTkqRJkyYpLy9PeXl5Sk9P14wZM3TOOedIki688EJNnTr1qMwUD3r16uX3CPAAHW2gox20tIGONtDRDlraYLXjvH+Zp3Cnv6+/GT0z9PpVr6u+sd7HqbzR6qV+xYoVzd5//vnnt2uQ9PR0rV+/vtn3zZs3r8nbkydP1uTJk9v1egAAAACAjuGrC31L7g+SVv8Nbr/99tifa2pqtGXLFmVmZmrdunWeDoYDysvL1adPH7/HQDvR0QY62kFLG+hoAx3toKUNdAyeVi/1a9asafL26tWr9eSTT3o1D/6BxZ9n6YjoaAMd7aClDXS0gY520NIGOgZPq36lXXNGjBihVatWeTELmlFXV+f3CPAAHW2gox20tIGONtDRDlraQMfgafVSv3Hjxtht/fr1mj17NuGPooqKCr9HgAfoaAMd7aClDXS0gY520NIGOgZPq0+/HzVq1N+fHA5r4MCBeuqppzwdCn+XkpLi9wjwAB1toKMdtLSBjjbQ0Q5a2kDH4Gn1Ur9t27ajMQcOobq62u8R4AE62kBHO2hpAx1toKMdtLSBjsHT6tPv8/PzW3QfvBGNRv0eAR6gow10tIOWNtDRBjraQUsb6Bg8rV7qi4uLD7rv448/9mQYHKxv375+jwAP0NEGOtpBSxvoaAMd7aClDXQMnhYv9XPmzFFOTo62bNmi3Nzc2O3UU0/VKaeccjRn7ND4SpkNdLSBjnbQ0gY62kBHO2hpAx2Dp8U/U3/ZZZdp8ODB+ta3vqWHHnoodn8kEtHpp59+VIaDtHfvXr9HgAfoaAMd7aClDXS0gY520NIGOgZPi5f6/v37q3///nr//feP5jz4B6mpqX6PAA/Q0QY62kFLG+hoAx3toKUNdAyeVl/9fv/+/XrkkUdUUFCgmpqa2P3PP/+8p4PhgD179igpKcnvMdBOdLSBjnbQ0gY62kBHO2hpAx2Dp9UXyps8ebKKior09ttv66KLLtL27dvVv3//ozEbdOCLKAg+OtpARztoaQMdbaCjHbS0gY7B0+qlfsOGDfrNb36jSCSiW265RW+++ab++te/tnuQmpoa5efna9CgQcrKytLIkSNVWFh40OOKiorUuXNnZWdnx26Wr77PF0xsoKMNdLSDljbQ0QY62kFLG+gYPK1e6rt16yZJCofD2rdvnxITE7V7925PhpkyZYq2bNmiDRs2aNSoUZo0aVKzj0tMTFRBQUHsduqpp3ry+vGotLTU7xHgATraQEc7aGkDHW2gox20tIGOwdPqpf6EE05QRUWFLr/8cl166aXKz89Xv3792j1I165ddfnllysUCkmSzjrrLBUVFbX7uEFXW1vr9wjwAB1toKMdtLSBjjbQ0Q5a2kDH4Ak551xrntDQ0KDOnTvLOaff/e53qqio0A033KBIJOLpYNdff71OOOEEPfzww03uLyoq0sCBA5Wdna2Ghgbl5+frrrvuUufOnZs9Tm1tbZP/YUajUaWmpqqystLzmY+G6upqde/e3e8x0E50tIGOdtDSBjraQEc7aGkDHeNHNBpVUlLSEXfXVn+nvnPnztq5c6eWL1+u6667TlOnTlXXrl3bNew/mjlzpgoLCzVr1qyD3tenTx99+umnWrNmjV577TWtXLlSDz744CGPNWvWLCUlJcVuQfsVDcXFxX6PAA/Q0QY62kFLG+hoAx3toKUNdAyeVi/1ixcv1llnnaXx48dLkjZv3qz8/HzPBnrggQf0/PPP689//nOzXyFKSEhQcnKypAM/CjBx4kStXLnykMebNm2aKisrY7eSkhLPZj0W6uvr/R4BHqCjDXS0g5Y20NEGOtpBSxvoGDytXupnzZqldevWqWfPnpKkrKwsbd++3ZNhfvnLX2rhwoV69dVX9bWvfa3Zx5SVlamurk7SgVPrn3/+eeXk5BzymAkJCYpEIk1uQZKRkeH3CPAAHW2gox20tIGONtDRDlraQMfgadPp97169Wpy33HHHdfuQT755BPdfvvt+vzzz3XRRRcpOztb/+f//B9J0o9//GPNnj1bkvTWW28pJydHWVlZys3NVUpKiu666652v3682rp1q98jwAN0tIGOdtDSBjraQEc7aGkDHYMn3NonJCYmateuXbGr1L/++us64YQT2j1Iv379dKhr9v3kJz+J/fnKK6/UlVde2e7XC4rGxka/R4AH6GgDHe2gpQ10tIGOdtDSBjoGT4uvfr9p0yYNHTpUa9eu1ZQpU7R161ZlZmZq27ZtevHFF5WdnX2UR/VGS68gGC/q6urUpUsXv8dAO9HRBjraQUsb6GgDHe2gpQ10jB+eX/3++uuvlyR9//vf17Jly7Rw4ULdeeed2rRpU2AW+iDasmWL3yPAA3S0gY520NIGOtpARztoaQMdg6fFp9/X1NRo0aJF2rlzp1asWBE7VX7FihWSpLy8vKMzIQAAAAAAaFaLT79funSpZs+erZUrV+rMM89sepBQSG+88cZRGdBrnH4PP9DRBjraQUsb6GgDHe2gpQ10jB+en36fl5enl156SRMnTtSyZcua3IKy0AcRp7/YQEcb6GgHLW2gow10tIOWNtAxeFr9K+0efvjhozEHAAAAAABopRaffm8Fp9/DD3S0gY520NIGOtpARztoaQMd44fnp9/DH5z+YgMdbaCjHbS0gY420NEOWtpAx+BhqY9znTqRyAI62kBHO2hpAx1toKMdtLSBjsHD6fdxrqamRl27dvV7DLQTHW2gox20tIGONtDRDlraQMf4wen3RhQWFvo9AjxARxvoaActbaCjDXS0g5Y20DF4WOrjXDgc9nsEeICONtDRDlraQEcb6GgHLW2gY/Cw1Me5tLQ0v0eAB+hoAx3toKUNdLSBjnbQ0gY6Bg9LfZzbunWr3yPAA3S0gY520NIGOtpARztoaQMdgyeulvqPPvpIZ599tgYNGqThw4dr06ZNzT7uiSee0MCBA3Xqqadq8uTJqqurO8aTHjsJCQl+jwAP0NEGOtpBSxvoaAMd7aClDXQMnrha6qdOnaopU6boww8/1A9/+EONHz/+oMds27ZNd999t1auXKnCwkLt2rVLc+fOPfbDHiMpKSl+jwAP0NEGOtpBSxvoaAMd7aClDXQMnrhZ6svKyrR27VqNHTtWkjR69GiVlJQcdPXFxYsXKy8vTykpKQqFQrrpppu0cOFCP0Y+JrZv3+73CPAAHW2gox20tIGONtDRDlraQMfgiZulvqSkRH369IldbTEUCiktLU3FxcVNHldcXKz+/fvH3h4wYMBBj/mq2tpaRaPRJrcg6datm98jwAN0tIGOdtDSBjraQEc7aGkDHYMnbpb6o2XWrFlKSkqK3VJTU/0eqVV69+7t9wjwAB1toKMdtLSBjjbQ0Q5a2kDH4ImbpT41NVU7d+5UfX29JMk5p+Li4oN+pUJaWlqTU0KKiooO+2sXpk2bpsrKytitpKTk6PwFjpKgzYvm0dEGOtpBSxvoaAMd7aClDXQMnrhZ6pOTk5Wbm6sFCxZIkpYsWaJ+/fopIyOjyeNGjx6tpUuXqrS0VM45zZ49W9dcc80hj5uQkKBIJNLkFiQ9evTwewR4gI420NEOWtpARxvoaActbaBj8MTNUi9Jc+bM0Zw5czRo0CDdd999mj9/viRp0qRJWrp0qSQpPT1dM2bM0DnnnKOMjAydeOKJmjp1qp9jH1VB+yIEmkdHG+hoBy1toKMNdLSDljbQMXjCfg/wVYMHD9aqVasOun/evHlN3p48ebImT558rMby1Y4dO3TCCSf4PQbaiY420NEOWtpARxvoaActbaBj8MTVd+pxML5SZgMdbaCjHbS0gY7Bt7t6t14of0G7q3f7PQo8wOekDXQMHpb6ONe9e3e/R4AH6GgDHe2gpQ10DL7d+3frd0W/0+79LPUW8DlpAx2Dh6U+zpWWlvo9AjxARxvoaActbaAjEF/4nLSBjsHDUh/nevbs6fcI8AAdbaCjHbS0gY7B5+Sa/BfBxuekDXQMHpb6ONelSxe/R4AH6GgDHe2gpQ10DLby/eW67937JEn3vXufyveX+zwR2ovPSRvoGDws9XGurKzM7xHgATraQEc7aGkDHYPrL0V/Uf6f8rU9ul1n9TxL26Pblf+nfP2l6C9+j4Z24HPSBjoGT1z9SjscrFevXn6PAA/Q0QY62kFLG+gYXIWfF2p4ynDd9X/u0heff6Hjvnacfvbuz/Tx5x/7PRragc9JG+gYPCz1AAAAOKa+lfUtdQodOGF05+c71atbL/3ywl+q0TX6PBkABE+HW+qdO3Ahlmg06vMkLbN9+3Ydf/zxfo+BdqKjDXS0g5Y20NEGOtpBSxvoGD++3Fm/3GEPpcMt9VVVVZKk1NRUnycBAAAAAODwqqqqlJSUdMj3h9yR1n5jGhsbtWPHDiUmJioUCvk9zmFFo1GlpqaqpKREkUjE73HQRnS0gY520NIGOtpARztoaQMd44tzTlVVVerbt686dTr0Ne473HfqO3XqpH79+vk9RqtEIhE+qQygow10tIOWNtDRBjraQUsb6Bg/Dvcd+i/xK+0AAAAAAAgolnoAAAAAAAKKpT6OJSQkaPr06UpISPB7FLQDHW2gox20tIGONtDRDlraQMdg6nAXygMAAAAAwAq+Uw8AAAAAQECx1AMAAAAAEFAs9QAAAAAABBRL/RHU1NQoPz9fgwYNUlZWlkaOHKnCwkJJUllZmS677DINHDhQmZmZWrFiRex5EyZMiD3nnHPO0Zo1a2Lvu+uuuzRs2DBlZ2crOztbv//97w/5+tXV1br22muVkZGhQYMGafHixbH33XnnnTrttNOUlZWlM888U3/5y18OeZzGxkbdcsstOvXUU5WRkaFHH330oMeUlZXppJNOUn5+fms+RIFBSxvoaENH6HjPPffoxBNPjM1z3XXXteljFe9oaUNH6ChJS5Ys0bBhw5SZmanMzEwVFRW19kMV1+hoBy3RKg6HtX//fvfiiy+6xsZG55xzjzzyiLvgggucc85NmDDBTZ8+3Tnn3OrVq93JJ5/svvjiC+ecc3/6059cXV2dc865F154wfXv3z92zIqKitifP/nkE5eYmOh2797d7OvPmDHDjRs3zjnn3NatW92JJ57o9uzZ45xz7qWXXnLV1dXOOecKCgpcJBJxe/fubfY4Tz31lLv44otdfX29Ky8vd2lpae69995r8pj8/Hw3ceJEN2rUqBZ9bIKGljbQ0YaO0HH69Onue9/7Xqs+LkFESxs6Qsd169a5wYMHu08//dQ551w0GnX79u1rxUcp/tHRDlqiNVjqW2nNmjWxT47jjz/e7dy5M/a+4cOHu1dfffWg5+zevduFw+HYJ9hXffDBB65Hjx5u165dzb7ekCFD3KpVq2JvX3XVVe7xxx8/6HENDQ0uMTHRbdu2rdnjXH755W7hwoWxt++44w531113xd6eN2+eu/XWW938+fNNLhDNoaUNdLTBYseOsAg2h5Y2WOx43XXXuTlz5jT7PKvoaActcTicft9KDz/8sEaNGqXy8nLV1dUpJSUl9r4BAwaouLi42edcfvnlCofDsft+/etfa/DgwcrNzdXcuXOVnJzc7OsVFxerf//+R3yN+fPnKz09vcljW3qcbdu2afbs2frZz352hL+9LbS0gY42WOwoSc8995yysrJ08cUXa9myZYf5CNhBSxssdty8ebOKi4t1wQUXKCcnR3fffbcaGhqO8JEINjraQUscDkt9K8ycOVOFhYWaNWtWi5+zYMECPfvss5o7d26T+7/73e9qy5YtevvttzVz5kyVl5e3ea7XX39dM2bM0KJFixQKhVr1XOecJk6cqEcffVTdunVr8wxBQ0sb6GiDxY6SdNNNN6moqEgbNmzQvffeqzFjxmj79u1tnicIaGmD1Y719fVav369Xn75Zb311lt6++239dhjj7V5nnhHRztoiSNhqW+hBx54QM8//7z+/Oc/q3v37urVq5fC4bBKS0tjjykqKlJaWlrs7UWLFmnGjBl69dVXddJJJzV73KysLJ188sl68803tXnz5tiFK26++WZJUlpaWpP/x+EfX2P58uWaMGGCXnjhBQ0ePFiS9Pnnn8eO841vfOOwx4lGo9q4caPGjBmjAQMG6D/+4z/0yiuv6JJLLvHgoxafaGkDHW2w2lGSUlJS1KVLF0nSOeeco5ycHK1du7ZdH694RksbLHdMS0vT6NGj1a1bNx1//PG68sor9c4777T3QxaX6GgHLdEiPp/+HwgPPvigy83NdZ999lmT+8eNG9fkIhV9+/aNXaRi0aJFLiMjwxUVFR10vE2bNsX+XFhY6JKTk93mzZubfe3p06cfdJGKLy9osXz5cpeamurWrVt3xL/D/PnzD7pIxcaNG5t9nOWf36WlDXS0wXrHkpKS2OM+/PBDl5yc7LZs2XLEYwYRLW2w3vGZZ55xY8aMcQ0NDa6urs7l5eW5+++//4jHDBo62kFLtBRL/RGUlJQ4SS49Pd1lZWW5rKwsN2LECOecc6WlpW7kyJEuIyPDDRkyxL3xxhux54XDYdevX7/Yc7KysmJXjPz617/uhgwZ4rKystwZZ5zhnn322UO+/t69e93VV1/t0tPT3cCBA92iRYti78vIyHDJyclNXqO5pcA55+rr6923v/1td8opp7j09HT3q1/9qtnHWV4gaGkDHW3oCB1vuOEGN3ToUJeVleVyc3Pdc889166PWbyipQ0doWNDQ4O7/fbb3WmnneaGDh3qbrrpJldbW9uuj1u8oaMdtERrhJxzzr/zBAAAAAAAQFvxM/UAAAAAAAQUSz0AAAAAAAHFUg8AAAAAQECx1AMAAAAAEFAs9QAAAAAABBRLPQAAAAAAAcVSDwAAAABAQLHUAwAAAAA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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "evset.plot()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "fe507137-0c0f-4533-a75d-008352a2566b", - "metadata": {}, - "source": [ - "\n", - "**Note:** You'll learn how to create an `EventSet` using other data sources such as pandas DataFrames later.\n", - "\n", - "Events can carry various meanings. For instance, events can represent **regular measurements**. Suppose an electronic thermometer that generates temperature measurements every minute. This could be an `EventSet` with one feature called `temperature`. In this scenario, the temperature can change between two measurements. However, for most practical uses, the most recent measurement will be considered the current temperature.\n", - "\n", - "\n", - "\n", - "Events can also represent the _occurrence_ of sporadic phenomena. Suppose a sales recording system that records client purchases. Each time a client makes a purchase (i.e., each transaction), a new event is created.\n", - "\n", - "\n", - "\n", - "You will see that Temporian is agnostic to the semantics of events, and that often, you will mix together measurements and occurrences. For instance, given the _occurrence_ of sales from the previous example, you can compute daily sales (which is a _measurement_).\n" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "e7a88b45-bef7-46ac-88b8-f376cc14ee88", - "metadata": {}, - "source": [ - "## Operators and eager mode\n", - "\n", - "Processing operations are performed by **Operators**. For instance, the `tp.simple_moving_average()` operator computes the [simple moving average](https://en.wikipedia.org/wiki/Moving_average) of each feature in an `EventSet`.\n", - "\n", - "The list of all operators is available in the [API Reference](../reference/)." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "f0c059c3-1412-47d5-8f21-8c034f16a551", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:44.689781Z", - "iopub.status.busy": "2023-07-12T19:18:44.688990Z", - "iopub.status.idle": "2023-07-12T19:18:44.920401Z", - "shell.execute_reply": "2023-07-12T19:18:44.919687Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Create an event set with a random walk\n", - "np.random.seed(1)\n", - "random_walk = np.cumsum(np.random.choice([-1.0, 0.0, 1.0], size=1000))\n", - "\n", - "evset = tp.event_set(\n", - "\ttimestamps=np.linspace(0,10, num=1000),\n", - "\tfeatures={\"value\": random_walk}\n", - ")\n", - "\n", - "# Compute a simple moving average\n", - "result = tp.simple_moving_average(evset, window_length=1)\n", - "\n", - "# Plot the results\n", - "tp.plot([evset, result]) " - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "0dd8a9a5-19b4-4898-b5af-794dbd4ac1eb", - "metadata": {}, - "source": [ - "## Eager mode vs Graph mode\n", - "\n", - "Temporian has two execution modes: **eager** and **graph**. In eager mode, operators are applied immediately. This mode is useful for learning Temporian, for iterative and interactive development, and for lightweight/small data use cases where performance isn't a priority.\n", - "\n", - "In graph mode, operators are combined together into \"Temporian programs\" before being executed. Graph mode is more efficient and it consumes less memory. Temporian programs can be saved, inspected, and distributed by users.\n", - "\n", - "Migrating a Temporian program from eager to graph mode is easy and requires little work. Most of the time, adding a `@tp.compile` annotation is enough. Therefore, it is recommended to develop programs in eager mode and then to productize them in graph mode.\n", - "\n", - "Next, we see a the same program written three times: First, in eager mode, then in graph mode using `@tp.compile`, and finally in graph mode without `@tp.compile`." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "d5405837-c801-40e9-8b41-4d4dc901d429", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:44.922893Z", - "iopub.status.busy": "2023-07-12T19:18:44.922680Z", - "iopub.status.idle": "2023-07-12T19:18:45.058522Z", - "shell.execute_reply": "2023-07-12T19:18:45.057820Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Eager mode\n", - "#\n", - "# Note: This Temporian program contains three operators: two \"simple_moving_average\" and one \"tp.substract\" operators.\n", - "result = tp.simple_moving_average(evset, window_length=0.5) - tp.simple_moving_average(evset, window_length=1.0)\n", - "result.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "9c854408-0804-4435-8d44-f521ef1b379e", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:45.060873Z", - "iopub.status.busy": "2023-07-12T19:18:45.060668Z", - "iopub.status.idle": "2023-07-12T19:18:45.188317Z", - "shell.execute_reply": "2023-07-12T19:18:45.187603Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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z5zExMT0uhhBCCCF3V1Xfgv/7NhGvjPZX2z2T92NpYogITxucy6zEQ30cOKlB0xiGQUZ5HQKcub8IIBQK8Pa4/njrWCq2zo2Ekahn7ZGa5Qos3nMVy4b7YZCPHUtV3tLL0hifTgvFZ79lYdWJNLw1NgAGdH8tIazJr2rA6pNp+HJmGOwsjLkuh3Coy1fqhw8ffveTCAT4448/WCtKE3TpSj0tzeIvyp6/KHt+ul/uL3yXiKeGeqvtanFXSRvleP5AInbMj+LF1fqs8jp8G1uIdx7vr7bnUHXMn04tw+Xcarwb07Oa1pxMxyAfO4zop97bKX5ILMbPaWX4aEoIzI1pv+rb6LWev3qavbRJjmf2xuPjqSFwFpuyWBlRJ8673585c+auX2xP6J977jl4eXlBIBAgKSmp02POnj0LU1NThIaGtn81NTWxWoe2oM6o/EXZ8xdlz0/3yv1cZiV6WRpzPqEHALGZIfwdLZFcxI9O57/fqMCIvuqd9Ko65scEOsHE0ADHk0u6/ZyXsqvQ0KpQ+4QeACaEuWLhA72xZG88pI1ytT+frqDXev7qSfaxeTfxzN54vDamL03oCYBubmknl8uRmZmJlJSU9i82TZ48GX/++Sc8PT3veVyfPn2QlJTU/mVqqp//qIXCHu88SHQUZc9flD0/3S33ZrkCm85m44VH/DVc0d1Nj3LHgTgJ12VoRGzezW43jeuq7oz5l0f541B8EUqlql/UKKxuxFdns/HWWPV20v+3KC9bLB/dF68eSoZSg1vzaTN6reev7mQvbZTj5e+TcTq1DF/NDEeIuzX7hRGdpPK/ppMnT8LDwwPBwcEYPnw4QkNDMX78eFaLGjp0KNzc3Fg9py7z9vbmugTCEcqevyh7frpb7hvPZGPBkN5atWzZu5cFyqRNaJYruC5FrWobW2FmZNDje9fvpztj3tBAiDce64v/nVbtil9DSxteP5KC/03W/FL4IDcxBvvY4dvYQo0+r7ai13r+UjX72sZWLN57FbMGeuDtxwNgY26kpsqILlL5N9TKlStx+fJl9OvXD9XV1di9ezcmT56sjtruKycnB+Hh4YiKisLGjRvveWxLSwtkMtkdX7oiOzub6xIIRyh7/qLs+amz3HMq65FdWY9RWriF3MN9HXA2o4LrMtTqbIZmGgJ2d8z3dbKCl505dlzM6/Jj/nf6BpYO94WrNTcrHOcO8sJPqaV6/4FQV/D5tb6irhk5lfUorm2CQsmgQtaM1jYl12VpjKrZrzqRjjce60dbRJJOqfzxrFAohKenJ9ra2gAAs2fPxqeffsp6YfcTHh6OoqIiiMViFBUV4bHHHoO9vT2mTp3a6fHr1q3DqlWrNFwlO0Qi7bkyQzSLsucvyv7uTqeW4lhSCRpaFVAqGZgYCmFuLEJNoxzWpoZ4dXQfuNuys9WXpnWW+ye/ZOKNx/ppZUO6R4OcsepEOsYEOnNditqcyajAynEBan+enoz550b44vXD13A6tfS+WRxJKILIQIghvvbdfr6eEgoFmBrpju+vSni/1R0fX+tLapvw6a+ZaJIr4GJtisbWNpTLWmBjZoiimiZMDHfD5Aj9X7GrSvYXs6tgb2GEYDdr9RVEdJrKryS3uzS6ubnh6NGj8PLyQk1NDeuF3c+/uwW6ublhxowZuHDhwl0n9StWrMBLL73U/r1MJoO7u7va62SDh4cH1yUQjlD2/EXZd+6L37NQ39LWoYO2tFEOSxMRimqa8PaxVEyP9sDo/k4cVto9/829sLoRJoYGcLPRzg8p7C2M0dSqQH1LGyy06NYAtsgVSkib5LDXwFZRPRnzAoEAa54IxLP7EtCqYDC6vyOMRQZ3HKNUMjidVoazGZX4dFpoD6vtubFBzpizLRYzoj1gaMDf+8r59FrPMAx+SS/Hrkv5eOfx/ujj1HFPdYWSwVs/pMLO3AjD++r3lpldzb6uWY4v/8jG5rkRaq6I6DKVX0Wff/551NTUYM2aNVi+fDlGjRqFNWvWqKO2eyotLYVSeWuJTl1dHU6ePImwsLC7Hm9sbAwrK6s7vnRFbm4u1yUQjlD2/EXZd7T3cgHqW9uw4rF+He4DFpsZQigUwMPODFvmRuK72EJkV9RxVGn3/Tf3vVcKMHugdr/pHxXgiN/Sy7kuQy3i8m8i0lMzS117OuYNDYT4bFooqutb8MzeBCzaFYfXDqVg6bcJePn7ZMzdHouMsjr8b3KwVuwVLzIQYlyIM44ldb97vz7gy2u9tFGO1w6nIK1Ehq3zIjud0AOAgVCAdx4PwJYLuahvadNwlZrV1ezXnLyOF0f6w9KEtj4kd6fyx+ozZswAAERERCArK4v1ggBg8eLF+PHHH1FWVobRo0fD0tIS2dnZWLRoEWJiYhATE4PDhw9j06ZNEIlEaGtrw5QpU7BgwQK11MM1Y2P1XyEg2omy5y/K/h8KJYPN53NRUN2AtU8E3fd4kYEQH0wOxgvfJWFVTH/4OXb+5lEb/Tv3plYFrpfKsOLRvhxWdH+jA52w/FAyJoS5cl0K635JK8esAZr5UIWNMW9uLMKCIb2xYEhvKJQMqupbYGEsQrNcATsNrDZQ1aRwNyzcGYeJYa4QasEHDVzQ59f6UmkTcisbkF1Rj1/Sy7B0uC8G+9z/tg8TQwMsHuaDr8/m4JXRfTRQKTe6kv1P10phZ2Gk9t03iO4TMAyj0p4i4eHhWLRoEWbMmAEbG91t1CCTySAWiyGVSrX+qn1dXR0sLXXnTSlhD2XPX5T9rQ7dVwtqsO3PPIwLdsaUCDeV7iuvqm/B898l4o3H+mnF3u5d8e/cD8QVQigQYEqk9t8q9n/7E7FyXD84WJpwXQprGIbBnG2x2PNktEb6GfB1zH99Lgc+vSwwUgsbQWqCvuWeUlSL/bESFNU0wtHKBP2creAiNsEjAY4q3WbBMAzm74jDV7PC9fLWHuD+2edVNeDtY6nYNi9K7btvEM1R1xxU5X8hn376KWJjY+Hn54dp06bh559/hoqfCxAVFRQUcF0C4Qhlz198z/7ntDIs2nUV10tl+GRqCKZGuqs8sbK3MMZXM8Px6a9Z+OL3LJ3oqnw7d4ZhcDy5BDGhLhxX1DXjQ1xwXM+WUV8rliLITayxBoV8HfPTo9xx8KqE6zI4oy+5MwyDN45ew9HEYiwc4oU9Tw7AR1NC8OQDvfFokLPKfRMEAgGmR7lj/xX93frwXtnfbGjFG0eu4aMpITShJ12i8r+SYcOGYefOnSgoKMCjjz6KdevWwdPTUx21kb+ZmnKz5QzhHmXPX3zNXtokx6sHk5FQWIOdC6OwZJhPj5qUWZsZYcvcCPTuZY6ndl9FuayZxWrZdzv3X9PLMdjHvkOzM201rE8vnMus5LoMVv2cVqbRZot8HfPWZkawszBCZrnu9cBgg77k/smvmQhwtsI7j7N3y9Po/k44l1kJWbOclfNpm7tl39jahlcPJuPNsf3gaKU/q5+IenX7o5/6+npUVlaioqICYrFuLGvUVfb23G07Q7hF2fMXH7PPq2rAkj3xmB7tjhWP9mNtQisQCDAu2AVvje2H1w6n4Oe0MlbOqw729vZQKBns+isf8wd7cV1OlxkaCOHTywLpJTKuS2FNSpEUwa6ae3/DxzF/29NDfbDpbA7XZXBCH3L/Pk6C1jYlZg9k9yKfUCjAC4/44Y0j16BU6t+q4M6yr5A1Y/GeeDw11BuBGnz9IbpP5Un9kSNH8PjjjyMoKAj5+fnYtWsXrl27po7ayN8kEv4uS+M7yp6/upv96dRSzN0ei4U74/DsvnjkVNazXJl6/JlVhbd+uIbPpociwlM9DYH8HC2xZW4kDsRJtPb/i0Qiwc5L+YgJcenQ4V/bLRjihU3n9GNillNZj9725hpt3sbn1/ve9uYwMTRAfIHmt0jmmq7nfiGrEhdzqvDaGPU09Iz0ssUj/RzxyqFkyBXafwuVKv6bvVyhxCuHUvDO4/0x0NuOo6qIrlJ5Uv/1119j5syZKCwsxFdffYWoqCh11EX+xcLCgusSCEcoe/7qTvZf/pGFuPwabJkbge3zo/DW2ACs/+kGvo/T7jeNN8pk2HkpD9vmRal9qaGhgRBrJgRizcl0rbzy08AY4WJ2FabqQHO8//K0M4eduRHi8m9yXUqPaXrpPUCv96+N6YOPf8nQid4XbNLl3M9lVmLHxXx8MClYrR+ATQhzxagARyw/lKJXfbz+m/3WC3mYGOYKXwfd/TdBuKPypP6XX37BjBkzYGLS+RuvOXPm9Lgocidt785P1Iey5y9Vs//yj1uN4N4a+8+ydRdrU2yeE4GEwhocSypWR5k9Jm2SY/WJdKyfFAwTQ83cP+5ibYqH+zliz2XtalDFMAy2XK3GG4/101hzNra9+Ig/PvstU+evqMXm3dT4FlJ8f723NjPC9GgPbD6vH6s9ukoXc2cYBh/9nIHTqaXYOCtcI6/dYwKd4WFrhl/Sy9X+XJry7+yr61twObca43WkOSrRPqy3U0xLS2P7lLxXUqJfHYVJ11H2/KVK9rcn9C+O9O8wGRQIBFg9PhAZZXVYuDMOl3Or2S61226UyfDsvniseLRfj5rhdcesaA/E5d/Er1r0BvHntHL0MlLo9FUasZkhJke4YdufeVyX0m1l0mbYmRur3K27p+j1Hng82BnXiqXI1dLbY9RB13JXKBm8cTQVTmITrJuouQ9jAeCZh3yw+698SG42auw51enf2X/+exaeG+Gnsx/oEu7RHgk6QBc/xSXsoOz5q6vZ32tCf5uRSIjlY/ri8+mh2HelUGMTWblCidRiKb46k40VR1Kw7c88VNa1IKGwBk/ujMOevwrw4eQQBLlpvhmQUCjAJ1NDcSypGKdTSzX+/P/V2qbE7r/ysXCQG9el9NiEUFf8lVON2sZWrkvpll/SyzCqv+b3TKfX+1sfQr41NgBrfryuV8us70WXco8vqMH8HbEY7GPHelO8rjAxNMD6icFYfihFL5py3s4+tViKuuY2RHjacFwR0WW61YWHp8zMzLgugXCEsuevrmTflQn9v1maGOLjKSFY+m0CjEVCDPXvxUapHTTLFfj010xklNehr5MVHurTC1Mi3BCXX4P/nb4BW3MjrJ8UjF6Wmr06/19GIiE+nRaKVw4mo03JYFwwd8seD8ZLMCHMFTZWur+9lUAgwMIHemP7xXy8NNKf63JUdj6zEl/MCNf489Lr/S3utmYY6G2L48klGB/qynU5aqftuaeXyPD1uRzUNcvhYWuGL2eGQ2xqyFk97rZm+GpWOF76PgnzBnlheF8HzmrpKTMzM8gVSqz/6QY+nRbKdTlEx9GVeh1QVqa92y8R9aLs+ete2TMMo/KE/jYjkRBfzAjD/thCtWzt1ixXYNm3iYjyssXOBdF4/dG+GOhtBwcrE4wNdsaHU0Kw4rF+nE/obzM0EOLjKSE4m1GJrRdyObk6qFQyOHWtFE+EuerNmB/qZ4+0YilKpU1cl6KS6voWmBqJYGqkuSXFt+lL9myYO8gL38VK0KbjvRm6QptzP3hVgo1ns7Hisb7YsSAaq8YHcjqhv83W3AjfzInA7zfK8erBZEibdHMf+7KyMmw+n4tJEa5a8zuR6C7WJ/UGBpr/RajvbGxoOQ5fUfb89d/saxpaIW2SI7O8Dv+3PxEiA6HKE/rbTAwNsGFGGI4mFONSThVbJaOlTYHnv0vEvMGeeCRA88uXu0tkIMSHk4MBAM99l6TxZePnsyoxyNsOhgZCvRnzAoEAy8f0xZqTurWM+tf0cozi6N+uvmTPBhNDAzwW7IyjidrZ4JNN2pr76dQyXMiqwobpYXAWa98KImORAdZMCMLMAR5YsiceqcVSrktSmYwxxbUiKSbwYEUKUb9uLb8/fPgwMjIy8MYbb6C4uBg3b95EUFAQACAuLo7VAglgaMj9p6KEG5Q9fxkaGuJCViX2XS5EQ2sb7C2MoWQY2JgZ4YVH/ODrYNmz8xsI8cm0ECzZmwAHS5MeN2drbVPixQNJmB7tgQf91LOsX50EAgEWPeiNZEktlh9KQatCiRH9HDFHA/eN7o8txNonbv0O1acx38fJEkFuYhyIk2B6tAfX5XTJHzcq8AlHy2D1KXs2TIt0x7ztsYgJdWnf0UMfaWPuWy/kIqeyAR9PDVHrVnVsCPOwwVezwrHyWCrcbczg62CBAGcr9HO21Pqmc99cLsPaKeFaXyfRDSpfqX/77bexdetW7Ny589YJhEIsXryY7bqQlZWFwYMHw9/fH1FRUXftqr9t2zb4+fnBx8cHTz31FORy3VyCcy8VFRVcl0A4Qtnz17H4fByOL8KHU4Kx58kB+HRaKD6fHoZ3Y/r3eEJ/m5mRCGufCMT6n250+2pqXbMcp66V4sldcXgizA3D++ju/Y0AEOJujc1zI7FjfhQqZM1q314rq7wONmZGsPu7+7++jfmnHvTGL+nlyKtq4LqU+5I2yiEyEMDCmJt2Q/qWfU8ZiYSYMcADWy/o7k4KXaFtuf90rRQltc1Y+0SgxneA6C5bcyN8OSMMD/XpBSOREEcSijBnWyz2/JWvtSuF/syqgp2xEq7W2rcKgugmlUfrsWPHcPLkSZibmwMAnJ2dUV/P/tYjixcvxtNPP43MzEy89tprmD9/fodj8vLysHLlSly4cAHZ2dkoLy/H5s2bWa+Fa3Z2dlyXQDhC2fPTxewqXJC04n+TQ2Bpot6rOG42t5pSbTrX9clrSW0TPv8tC3O2XcEbR1NR3dCKz6aFYqQOLbm/H4FAgJdG+qNU2oz1P91AfUubWp5n09kcLB7m0/69vo15A6EA700IxNvHUqFQaueb69tOpJRgdH8nzp5f37Jnw+PBzkgoqEFxrW71ZlCFNuV+OrUURxOL8fqjfXXu6rFAIMBAbzvEhLjgrXEB2L0wGtImOdaf7v6H1uoibZTjqzPZeHZYb65LIXpE5Um9qalph/vm2R4sFRUVuHr1KmbPng0AmDRpEiQSCbKzs+847tChQ4iJiYGTkxMEAgGWLFmC/fv3s1oLIYRoSk5lPf5vfyJOJJfgndFeMBJp5irJkw/0RmVdC/ZeLkB1fQvSSqTYH1uIrRdy8dWZbEhuNqJZrkBKUS2e3RePT37NRJiHNXYvjMYXM8IwZ6Bn+5VmfSIQCPDO4/0xwNsWi3bFsX7P5vnMSpgZG6C3vTmr59U2rtamGBngiCMJRVyXclcMw+B0ahnGBHI3qScdCQQCvPZoX3zw0w2uS9F738dJcC6zCl/NCtfY7x51EgoFWPawH1zEplh1Il2rJvabzuXg/0b4wpyDhpxEf6m8xszT0xMXLlyAQCCAXC7H2rVrERoaympREokEzs7OEIlulScQCODh4YHCwkL4+vq2H1dYWAhPz3/ud/Ty8kJhYWGn52xpaUFLS0v79zKZ7uxvmV1UAQML7WykcptQIIC9Hr6p51p1dTWcnZ25LoNowK/p5dhzuQDrJwbBxdoUqampADSzZ7lAIMDKsQH45nwu3j2RDncbU3j3skA/ZyswDPDlH9mQNsnh42COV0b1gXevnt1/r2uG93FAuLsNluyNx+a5EaysnpDcbMSWC7nYMjfyjr/X1zE/PcoD87bH4vEQF5gYat8b2di8mwjzsOb03m19zb6n/B0t4WBpjD+zqvCAnz3X5bBOG3LPqazHL+ll2DwnUuvvoVfVvMFe+PZKIZbsjce8QV4Y4G0HAw7/G6vqW5BdUYfXH+2L1NRUzrMn+kPlSf2GDRswb948XLt2Debm5hg+fDj27dunjtpYtW7dOqxatYrrMrrleHYrRJJMrsu4p8q6Fgz174W5g7y4LkWvODjo9v3JpGs2ns1GcU0TtsyNaJ9UaDp7oVCAZx7y6fRn+vhGWlViM0O88Igf3jmWho+nhvRoaWp+VQNWHLmG/00O7jDB1dcxbyQSYnq0O/ZeLsCiB725LqeDb2ML8fqjfTmtQV+zZ8Pzj/jh6d3xiO5tqxdXkf+N69zlCiXePZ6GDyYF692E/raZAzzwoJ89jieX4Is/sjF/iBce7uvASc+Ar/91yxXX2RP9ovKk3tHREadPn0ZjYyMYhmm/t55N7u7uKC0tRVtbG0QiERiGQWFhITw87uye6+HhgZycf+4Dzc/P73DMbStWrMBLL73U/r1MJoO7uzvrtavDC0Nd4Oqq3dtdMAyDFw8kwcHShJYvskgfGz+SOx28KkFtoxzv/939/DbKXvsM8LZDTmUDFu+Jx1D/XrAyNUSgi1WXVy5IG+X4+NcMVNe34sMpwXCzMetwjD7n/niwC2Zvu4J5g720qgFXhawZCiXD+bZd+px9T1maGGJalDu2X8zDkmGdf/ioq7jMXaFksPxQCmYN8ISLnjdsc7c1w9Lhvpg7yBP7Ywsxd1ssFj7QW6O9YCQ3G1FU04QoL1sANOYJu1T+rXr+/HmcP38eV69eRXx8fPv3bHJwcEB4eDj27t0L4NYWem5ubncsvQdu3Wt//PhxlJWVgWEYfP3115g+fXqn5zQ2NoaVldUdX7qipqaG6xLuSyAQ4MMpIbiUU4UVR1JQ06DZfZ71lbZkzzAMMsrqcDq1DH9mVeFake7tB6uNzmRU4EJWFV4b0/EKobZkT+40c4AH1jwRCCcrEyiUSmw+n4vFe67i018zse9KAU4klyC7oq7D49JLZFiyNx4xIS74alZ4pxN6QL9zFwoFGBXgiF/Syrku5Q7fxhZiphZsuafP2bNhfKgLruRWo7C6ketSWMVV7kolg9cPp+ChPr14dTHG0sQQTw/1wY4FUTifWYntf2pud4WPf8nAK6P7tH9PY56wScCo2DkiKiqq/c/Nzc3IyMhAYGAgEhISWC0sIyMD8+fPR3V1NaysrLBjxw4EBQVh0aJFiImJQUxMDABgy5YtWL9+PQDgoYcewtdff92lPT9lMhnEYjGkUqnWT/Crqqpgb687y1/jC2rw6a+ZmBDmipH9HGFiJIRIKERGWR1SimrRpmQwzL8X3G07f1NL/qEN2Te1KvDcd4nwsDWDn4MF6lvaUFTThPzqBvR3scLUSHd42ul3oy91+P16Ob69UoivZoV3eo+xNmRPukbaKEfBzQaUy1pQ1yxHfEENymUtCHS1QlZ5PRpa2+BoaYJXx/S5b+8Rfc+9rlmOZd8mYueCKK3ort0sV2DRrqvY82Q05/Xoe/ZsKK5twivfJ2PjrHDYmBtxXQ4ruMr93eNpCHQVY3KEZnq3aCOGYbD6ZDq87c0xR823j94ok2HXpXysmxjc/nc05vlJXXNQlSf1/xUbG4udO3di48aNbNWkEbo0qe/s1gNt16ZQYs/lAlwrkqK5TQG5goGnrRmiettCgFtNwcpkzRjia48ZUR4Qm6l32y5dpQ3ZLz+UjPGhrhjie+cvntY2JdJKpPguVoISaRNMDQ3gJDbB/z3sh16W1DSxMy1tCsTl1WDzhVwEuljhuRF+d20apg3Zk+6TNcuRV9kAL3tziE27/vrGh9w/+jkDg33tMNiH+zez2//Mg52FEcaHcn+LGx+yZ0OSpBZ7/irAR1OCOf8ghg1c5P5jSinSS6V4dTS3fSS0AcMwePtYGtxsTLFgSG+19GxgGAaL98TjzbH97rgIQmOen9Q1B1X5nvr/io6OxuLFi9mohdyFLnXqv01kIMSCIXfff3NUfycolQzOZFRgyd54PD3UG8P8e+ltk5bu4jr7sxkVsDQx7DChB241vgrzsEGYhw0YhkGrQomMsjq8cCARz4/wR3RvWw4q1k63t8va9Vc+BvS2wxczwu470eM6e9IzViaGCHG3VvlxfMh9wRAvvH7kGueT+vyqBpzLrMT2+VH3P1gD+JA9G0LdrXExu+rWrS96cH+9pnNvbVNi7+UC7FoYrdHn1VYCgQCrYvrjUHwRFu6Mw1B/ezz5gDerHfL3XC7AQG+7DqsaacwTNqk8qU9JSWn/s0KhwJUrV6jRg5q5uLhwXYJaCIUCjOjniAHedth2IQ87L+XDztwIbjam8HGwwNggZ4i0qJkSF7jMXtYsxzfncrFtfuR9jxUIBDAWGSDYzRqb50TixQNJkDbJNdqARputOpEOGzMj7JgfDdMu7kurr+Oe3BsfcrezMIartSlSimoR7GbNSQ0Vdc1YceQaPpoawun2Vv/Gh+zZ8uxDPlh1Ih17Lxdg1gAPnb5ir+ncD8ZL8ES4q97tItATQqEAU6PcMSXSDQfiJFi0Kw4bZoSxsn1pZnkd/syqwtezIzr8jMY8YZPKI3r8+PHtX1OnTsXx48exa9cuddRG/qbvn+RZGIvw/CN+2LUwGsvH9MXoQCdIm+R4ek88KuqauS6PU1xlr1QyePVgMpaP6QMzI9U++zM3FuHLmeH4KbUU31+VqKlC3fFzWhlMDA3w/CN+XZ7QA/o/7knn+JL7U0O9sfl8LifPzTAM3jmWhndj+sNVizp+8yV7NggEAqwcF4CbDa1YvCceyZJarkvqNk3m3ixX4GRyKSaGcX+7iTYSCASYHu2BZQ/74vXD16BU9ugOZbS0KbDqRBrWTAjsdCUqjXnCJpWv1Oflaa5LJLmlvr6e6xI0xklsAiexCfq7iBHlZYs3j6bC294ci4f5wFZPmuKogqvs910pwBBfe4R52HTr8UYiIT6aHII3f0iFsUioFferckGuUGLnxXzsWKD68l4+jXvyD77k7mptCjMjA+RW1nd5S0C2nMmogL+jJfo4WWr0ee+HL9mzxUAowHMj/FAua8bGM9nYfD4XS4f7IsBFtXtUcyrrUVDdgEAXMRysTNRU7d1pMvdvzuVi9kBP3q+CvJ8IT1tkldfjs9+z8NJI/26f58PTGZg3yOuu/65ozBM2dXlUy2Sye34R9XF3d+e6BE70c7bClrmRGN7XAc/ui0dGWcdtovQdF9k3tLThl/RyzB7g2aPzCIUCrJkQiONJnW/xxQc/p5VhTKDTXZvh3Qtfxz3f8Sn3uYO8sOdygUafk2EY7LxUgCcfvHvPF67wKXs2OVqZYNX4QKx4rC82ncvBlvO5uF8PaIZh8EtaGZ7afRXb/8xDcW0z3vvxOl76PgkXs6ug6OEVWlVoKvezGRXIqazHY0H82b6uJ6ZHe6C2sRWnU0u79fhvrxRCILjVQ+puaMwTNnX5Sr21tTUEAkGnL5QCgQAKhYLVwsg/qqqqIBaLuS6DMwO97fDVzHC8djgFD/jaY95gL52+f04VXGR/8KoEUyPdWWlaaCAUYO3EILz0fRK2zo1Safm5PjiSUIzPp4d267F8H/d8xafcA13F+PDnDDS2tql8m093XcqpRoibGFYs3CvLNj5lrw5uNmbYMD0UOy/lY+72WBgaCCEUABPCXPFYoHP777RyWTPeOZaGIDcx1k8Mgt3f20zOGeiJwupGnEgpwdfnctDb3hzjgl0Q5CrGzcZWyJrkiM27ifqWNjwe7AJ3W1PkVNbjSt5NZFfUI8DZCsP8eyG7sh61jXIYGQjRx8kSvSyN7/nBriZyP5lSgp9Sy/DxlBDevH9iw8pxAVi8Jx4+vSzg59j1lT3pJTJcyqnCFzPC7nkcjXnCpi7/FlUqleqsg9xDU1MT1yVwzs7CGFvmRuLrc7l44+g1rIoJ5EWTF01nzzAMfrtegZ3dWC5+N45WJlg81AerT6Zj3cQg1s6r7W6UyeBqbdrtRjs07vmJb7lPCHPBD4klmDlAM9s67biYjw8maefrEN+yVweBQIAFQ3q3777TLFdg7+UCzNl+BSFu1hAZCJFYWIO3xwV0OknzsDPD0uG+WDrcF9kVdfgxpQw7L+XBztwYliYihLpbQ2xqiA1/ZKGyrgU+vSwQ4WmDeYO8kCipwbqfbqCvkyVszI3Q0NKGP7OrUC5rhrRJjkHednh2uG+Hxozqzv2D0zcgb1Pi82mhtOxeRYYGQqybGIQVR65h27zILn0gUlnXgvdOpmPDjLD7Hk9jnrCpx/vU6ypd2qe+rq4Olpbade8fl35NL8e3Vwrw0ZSQ9k/Y9ZWms08tluJYUjHeHBvA+rn/d/oG+jhZ8ub++jePXsO8wV7wV+HT/X+jcc9PfMu9pU2BBTvisOfJAWrvQp9SVIsjCcV4N6a/Wp+nu/iWvSYplAyul8rQqlAiyFUMQw1PbhmGwdHEYpy6Vop1E4PRy/Kf9y7qzP37qxKU1DbhhUe6f184AXZczENDSxuWPex3z+MaWtqweE883o0JgK/D/TOlMc9P6pqDqvyqlpWVhUcffRQuLi6wtbVt/yLqU1ZWxnUJWmVkgCOWj+mLZd8m6v199prO/lB8ESaGu6nl3C+N9MfRxGLkVTWo5fzaRNYsR5m0udsTeoDGPV/xLXdjkQFGBTjiWFKx2p9rx8V8LNLCe+lv41v2mmQgFCDQVYxwDxuNT+iBWysIJoa7YfmYvnjxQBLi8m+2/0xdudc2tuJEcgn+7z4TUXJ/8wd7oUmuwObzOXc9pk2hxCsHk/H8I35dmtADNOYJu1R+ZXvqqacwf/582NjY4Ny5c5g8eTJeeeUVddRG/tbS0sJ1CVqnn7MVvpwZhvU/XceZGxVcl6M2msy+vqUNBdUN6OesnpUrIgMh1j4RhJU/pKJZrt89OA7HF2FSRM8+HKFxz098zH3mAE8cvFqEljb1vS7UNcvR0NIGNxsztT1HT/Exe77xd7TEN3MisPl8LladSENxbZNaclcqGbx5NBWvjOqj9hUwfCAQCPDKqD6oqm/FjosddwFjGAarTqTjsSBnRHl1/UInjXnCJpUn9TKZDNOmTYNQKERQUBC++eYb/PDDD2oojdzm7e3NdQlayc7CGF/PicCh+CL8fr2c63LUQpPZfxdb2OOJ6P24WJti4QNeWHfqulqfh0u3+hKUY2SAY4/OQ+Oen/iYu5FIiKlRbvguVqK252BjTKobH7PnI3NjEbbMjcTEMDe8fjgFxUr2G6VtOpeDgT52CHG3Zv3cfCUQCLDi0b4ovNnYYdeOb87nwsXaFI+HuKh0ThrzhE0qT+oNDW81fbK0tER+fj5aWlpQVVXFemHkH4WFhVyXoLWMRQb4dFooDsUX4WyG/l2x11T29S1tOJtRiccCndX+XA/3dYSRSIhT17q3TYy2u5hdjWgvux4v8aRxz098zf3xYBf8nFaGNoV6mvL+mFKG0YHavZUXX7PnqyA3MbbMjcSBy7nY81c+a+f99kohSqVNmK2h5pN8IhAI8Pa4AGSW1WH5oWRs/zMPS/cloKlVgSXDVJ+g05gnbFL5XefQoUNRXV2NZcuWISIiAr1798b48ePVURv5W1tbG9claDUjkRCfTQ/F4YRifPjzDdQ2tnJdEms0lf3+K4WYPdCDlW3suuLV0X3xXZwEWeX61xNhf1whZkT3fO9ZGvf8xNfcRQZCjApwxNFE9u+tz6tqgL2FkVZuY/dvfM2ez0wMDfDiIFvcbJBj6b4EFFY3dvtczXIFPvk1EzmV9VgdE0hb16mJQCDA6vH98dwIP3j3MsebY/vhxZH+3fr/TWOesKlH3e8lEgmkUikCAwNZK+jHH3/E22+/jdTUVDzzzDP47LPP7nqsl5cXjI2NYWpqCgBYsWIFpk2b1qXn0aXu983NzTAxMeG6DK3HMAwu5VRj91/5UCiB3vZmeKSfIwZ423FdWrdpIvs2hRJzt8dqpPv0v1XUNePl75PxzDAfDPa119jzqlNxbRM+PH0Dn02/9960XUHjnp/4nLtcocSCHXH4bHoo7Fnc2WTtqesYG+Ss9UuR+Zw9n93OvaC6Ae+dvA5fBwvMiHaHp515l8+RXVGPt4+lYtYATzwW5EQTeh1BY56ftKb7/csvv4z09HQAgLu7O6sTegDw8/PD9u3b8eqrr3bp+AMHDiApKQlJSUldntDrmtzcXK5L0AkCgQBDfO3xzZxIbJwVjmlR7jiTUYk5267gvZPpKKnVvf1ANZH92YxKPNzXQePNdBwsTbB5TiT2x0nwfZz67qXVpG0X8jBvsBcr56Jxz098zt3QQIjXH+2LNSfTWTtns1yB66UyBLuxf98y2/icPZ/dzt3Tzhxb5kbgkX4OWP/TDXx/9f6/FxmGwZd/ZOHz37Pw4ZQQjA12pgm9DqExT9gkUvUBVlZWGDduHOzt7bFgwQLMnDkTYjF7vyz9/W/tpXn06FHWzqnrlEr13GOoz4xEQvg6WOL1R/uCYRiklcjw5tFrGBnghKH+9pA2yZFb2YCzGZW42dACgUAAAYDby1bMjAwwe6AnTAwNUCZthoetGfo5W2r8l6Umsj+SWIT3xrP74VxXmRoZ4PNpofjwlwx8+UfWffeA1WY1Da0ovNmAMA8bVs5H456f+J57oKsYPr0ssOevfMwZ5NXj8x1JKMbjIS46MdHhe/Z89e/cBQIBIr1sEeFpg+e+S4K3vTki79JNvalVgTeOXkOouzU2TA/ViX/j5E405gmbur38/syZM9i1axdOnTqFkSNHYt++fawW9u6776K2tva+y++trKzAMAyio6Oxfv169OrVq9NjW1pa7tg6QiaTwd3dXSeW38vl8vYGhaT7FEoG38YWIqNMBhszI7jbmOGhPr3gYNVx6VOZtBnfxhZCqWTgYWuGnMp6pJXI4NPLHI8FOWtsSb+6sy+XNeP9H69jw4yeLxfvqTePXsOYQCc86Nf5GNZ2n/2WiQhPG9bqp3HPT5T7rauPLx5IwuQIdzzg1/1bcxpb27Bo11XsXhgNEQd7k6uKsuenu+Ve1yzH4j3x+GxaaIf3KaXSJiw/lILFQ316NEYIt2jM85PWLL+/bfjw4Vi6dCnGjBmDQ4cOdflxgwYNgr29fadfEolqS3DPnz+PlJQUJCQkwN7eHvPmzbvrsevWrYNYLG7/cnfveSMrTcnIyOC6BL1gIBRgzkBPrJkQhJdH9cHUKPdOJ/QA4CQ2wUsj/fHK6FvHrXisH/Y8GY0FQ3rjZEop3j2eptY9lW9Td/aH4oswWc3b2HXVm2P7YdPZHJ3cw76qvgUJhbV4gMXeADTu+Ylyv3W1cv2kYGw8m436lu43kvrkl0wsHuajExN6gLLnq7vlbmliiNXjA/HKoRTUNPzTADihsAYvHUjG6vGBNKHXcTTmCZtU/k1XUVGBjz/+GIGBgZg/fz6Cg4NRUFBw/wf+7a+//kJVVVWnX6pOtD08bm3XYWhoiBdeeAEXLly467ErVqyAVCpt/1L1AwRCBAIBvOzN8d6EQAzyscOLB5LQ2qa7S6ea5QpczK7CEC1pUmdmJMLsgZ7Y9mce16Wo7P0fr2P56D60/JEQlpgYGuCZh3zwyS+Z3Xr8z2llaG5TYJi/bq78IQQAfB0s8OqoPnjuu0S8ejAZL3yXiC3nc/HN3Aj0tu96Iz1CiP5T+Z76gIAATJ48GVu3bsXAgQPVUVOXNDQ0QC6Xw9raGgCwf/9+hIXdfQmxsbExjI3Z66arSX369OG6BPIfo/s7QQDg5YPJ+GRqSI/3JL8bdWa/70ohpkd7aLxB3r08GuiEp3ZfRXFtE1ytTbkup0t+TS+Hk9gEga7sNuKicc9PlPs/HvTrhV/SynEmowLD+zh0+XFX82/i4FUJNs6KUGN17KPs+el+uQe5ibHnyQGokDXDSCSEtZmRhioj6kZjnrBJ5ZmIRCLB119/fdcJ/eeff96jgn7//Xe4ubnhk08+wbZt2+Dm5objx48DAI4fP45FixYBAMrLyzF8+HAEBwcjKCgI586dw+7du3v03NqKludop1H9nfBYoBOWH0pBm0I9V+zVlX1DSxv+uFGOcUHOajl/dwkEArw2pi/+d/oG16V0ibRJju1/5uH5Eew3+KNxz0+U+53eHNsPWy/kokLW3KXjr5fK8PnvWfhsehiMRLqx7P42yp6fupq7g5UJTej1DI15wiaVr9Tf3hP+bnbt2oXnn3++2wWNGDECRUVFnf4sJiYGMTExAABvb28kJiZ2+3kIYcOjQc5oVSjx+pFr+GBSsFZd9b6XnZfyMXeQF4RaWK+foyV6WRjjUnaV1u9f/+mvmXjhET+YGBpwXQohesnE0ACrYvrjjaPX8M2cyHu+xqYWS7H21HV8OTMcFsYqv70hhBBCdBbrH2N3s5k+uQdanqPdxoe6ItrLFht+z2L93OrIXtYsx+XcaowKcGT93Gx5/hE/fHU2G3I1rYBgg+RmIyrrWtS2EwKNe36i3DvydbDE+FBXvHooGXXN8g4/b1Mose6n69h1KR+fTQ+FrbluXs2k7PmJcucvyp6wifVJPTWKYh8tz9F+U6PckVvVgPiCm6yeVx3Zfx8nweyBnlo9Vi1NDDEp3A27LuVzXcpdffL3VXp1oXHPT5R75x4PccGEUFe89H0yFu2Kw6JdcXhufyLe/zEdc7fHor+LGB9OCYGDZec7mugCyp6fKHf+ouwJm2h9mg4QCnXrvkC+WjcxCP/3bQImR7hjbDA796qznT3DMDiTUYFdC6JZPa86PBHmigU74xAT6qJ1b9QTC2tgbmwAP0dLtT0HjXt+otzvbqh/Lwz9Vzf7mw2tqGlshau1qV7cAkPZ8xPlzl+UPWETLb/XAd7e3lyXQLrAwliEzXMjcT6zEqeulbJyTraz/yu3GpGetjqxb7NAIMAro/rgf6e165NspZLBZ79l4YVH/NX6PDTu+Yly7zpbcyP49LLQiwk9QNnzFeXOX5Q9YVO33tk3NDTgzz//xMWLF9HQ0HDHz3bu3MlGXeRfsrOzuS6BdJGhgRBrngjEgTgJJDcbe3w+trM/ECfB9Gh3Vs+pToGuYpgaGuBqPru3NXSXUslg/ekbGBvsDHsL9W6RSeOenyh3/qLs+Yly5y/KnrBJ5Un977//Dm9vbzz33HNYtmwZfHx8cObMmfafh4SEsFogAUQiuktClxgaCLF6fH+8czwNSmXPVq6wmX1e1a0P4JzFurH/+20vj/LHZ79lQdHD/5c9cbOhFT+nlWHhrji425phaqT6Pxihcc9PlDt/Ufb8RLnzF2VP2CRgVFwvHxQUhK1bt2LAgAEAgNjYWDz55JO4du2aWgpUF5lMBrFYDKlUCisrK67LuafGxkaYmZlxXQZR0f7YQlTWteC5Huxhzmb2S79NwKuj+sDL3pyV82nSrkv5EJsaYkKYq0aft65Zjs9/y0JxbRMG+9pjTH8n9LJU7xX622jc8xPlzl+UPT9R7vxF2fOTuuagKl+pFwqF7RN6AIiOjoaBgX7cz6atcnNzuS6BdMP0KHfUNsrx/VVJt8/BVvaXcqrgIjbRyQk9AEyNdMfhhCKN9uyIzbuJp3fHY6h/L2yaHYE5Az01NqEHaNzzFeXOX5Q9P1Hu/EXZEzapPKkfNWoUdu7cCYZhwDAMdu/ejVGjRqmjNvI3Y2PNTSQIewQCAd4a2w8XsqqQLKnt1jnYyF6hZLDxTA6WPay+7dfUzdTIANFetvjteoXan6u2sRXrfrqO72ILsXVe5B3dtjWJxj0/Ue78RdnzE+XOX5Q9YVOXl9/b2NhAIBCAYRhIpVIYGhoCAORyOaytrXHzpnY0suoqXVp+X1dXB0tL9W2dRdSrqr4FL32fjF0LolTeG56N7PddKYBSyWDOIK8enYdrja1tWLTrKnYvjFZb9/7D8UU4llyCxUO9McTXXi3P0VU07vmJcucvyp6fKHf+ouz5ifPl90lJSUhMTERSUhLy8vKQmZmJzMxM5OXlITExkbWCSEcFBQVcl0B6wN7CGNFeNjiTofpV5p5mn1VehzM3KjBzgGePzqMNzIxEGBfsgoPxRayfW6Fk8NHPGcgor8OO+VGcT+gBGvd8RbnzF2XPT5Q7f1H2hE1dbrvo6an7kwJdZWqqW93KSUdzB3th6b4EDPN3gIGw61fre5K95GYj3j6Whg0zwlR6Tm02NdINc7fHYnyoC8yM2OkaW9csx4sHkjC6vxOmaKCrfVfRuOcnyp2/KHt+otz5i7InbFL5XXHv3r07XUJMzR7Ux96e+6uGpGesTAwxNsgZWy/kYvEwny4/rrvZV9Q1Y/mhFHw4JVijzd3UTWQgxPzBXth2IQ//14NdBW7LKKvDeyfT8dIof4R72LBQIXto3PMT5c5flD0/Ue78RdkTNql8Y+rJkydx4sQJnDhxAgcPHkRMTAwWLFjAWkFfffUVgoKCEBoaisDAQGzYsOGux2ZlZWHw4MHw9/dHVFQU0tLSWKtDm0gk3e+eTrTHtCh35FU14EhC15ePdyd7aaMcLx1IxnsTAuFmo39bpYwMcERCYQ2q6lu6fY66ZjneOZaKb87n4MMpwVo3oQdo3PMV5c5flD0/Ue78RdkTNql8pb5///53fB8REYHBgwdj5cqVrBQ0e/ZsLF26FMCtRgKBgYF48MEHERYW1uHYxYsX4+mnn8b8+fNx6NAhzJ8/H3FxcazUoU0sLCy4LoGwQCAQ4P0ngvDa4RRYmRjikQDH+z5G1exvNrTi+e8S8fqjfeHroJ//bgQCAZ4b4Yd1p27g46khXX7cpZwqbDmf236ORQ/0xmAtuHf+bmjc8xPlzl+UPT9R7vxF2RM29biFdHV1NcrKytioBQAgFovb/9zQ0AC5XN7pcRUVFbh69Spmz54NAJg0aRIkEgmys7NZq0VbaHt3ftJ1BkIB1j4RhF1/5aOktum+x6uSfVFNI5Z9m4A3x/ZDoKv4/g/QYWEeNvCwNcOOi3n3PbZNocT3cRLsvVyAL2eGY8eCaGyfH6XVE3qAxj1fUe78RdnzE+XOX5Q9YZPKV+rDwsLa76lva2tDYWEhXn31VVaLOnToEN555x1kZ2dj7dq1nV6ll0gkcHZ2hkh06z9BIBDAw8MDhYWF8PX17XB8S0sLWlr+Wa4rk8lYrVmdSkpKYGtry3UZhCVGIiHeGx+IN45ew+Y5kTAS3f2zta5mnyypxQenb+CDScFwt9W/JfedeW6ELz76JQMLd8bBz8ECQW5iRHjaILO8HmXSWx+YFNc0IaGwFqP7O+KzaWH3/H+tbWjc8xPlzl+UPT9R7vxF2RM2qTyp/+yzz9r/bGBgAAB44IEHuvz4QYMGISsrq9OfJSYmwt3dHZMnT8bkyZORn5+PJ554AuPGjUOfPn1ULfUO69atw6pVq3p0Dq7QJ3n6x8veHHMGeuLFA0lYPykIliaGnR7XlezP3KjAgTgJNs4Kh7WZEdulai2BQIBXR/dFa5sS+dUNSCiowRd/ZMPLzgxeduYAgN72FnhxpH+nzT21HY17fqLc+Yuy5yfKnb8oe8ImlSf169atw3fffQeRSITAwEAAwNy5c7F69eouPf6vv/7q8nN5eXlhwIABOHnyZIdJvbu7O0pLS9HW1gaRSASGYVBYWAgPD49Oz7VixQq89NJL7d/LZDK4u2vP9lX3YmbGjyuvfDOinyMsTQyxeE88BvS2w9hgJ/g6WN5xzP2yzyyvw66/8vHNnAgYiwzUWa7WMhIJ4e9oCX9HS0znuhgW0bjnJ8qdvyh7fqLc+YuyJ2xSeS1qeXk5rK2tcerUKYwfPx6ZmZk4evQoawWlp6e3/7myshJ//PEHgoODOxzn4OCA8PBw7N27FwBw+PBhuLm5dbr0HgCMjY1hZWV1x5euYLNnAdEu0b1tsXthNAb72uHT37Lw2qEUHIovau/sfrfslUoG+64UYPWJdHw0JYS3E3p9RuOenyh3/qLs+Yly5y/KnrBJ5Sv1txvXnT9/HmPGjIGRkVH7fe1s+Pzzz3HhwgUYGRmBYRi88MILGDlyJADg+PHjOH78OLZu3QoA+OabbzB//nysXbsWVlZW2LFjB2t1aBMbG+3bbouwR2QgRJSXLaK8bFFU04j4ghq8dTQVNuZGCHMwgGezvH15fmVdC35JL8NP18rwSD8H7FoYDQOh7i0tJ/dH456fKHf+ouz5iXLnL8qesEnAMAyjygOmT58OqVSK69evt19VHzJkCBITE9VSoLrIZDKIxWJIpVKtv2pfUVEBBwcHrssgGpZTWY/TiXmIK26CicgADa1t6GVpjAd87RET4gKRge40fSOqo3HPT5Q7f1H2/ES58xdlz0/qmoOqfIl9586dOH36NEJCQmBmZobi4mKsW7eOtYJIRzTo+cmnlwWGuQiwdFQ0muUKGIuEOtnwjXQPjXt+otz5i7LnJ8qdvyh7wiaVJ/UmJiaYMGFC+/eurq5wdXVlsybyH3Z2dlyXQDhyO3sTQ7pnnm9o3PMT5c5flD0/Ue78RdkTNtH6XUIIIYQQQgghREex1+FOx9xuJSCTyTiu5P4KCgpgbm7OdRmEA5Q9f1H2/ES58xdlz0+UO39R9vx0e+6pYlu7++LtpL6urg4AdGavekIIIYQQQgghuq+6uhpisZi186nc/V5fKJVKlJSUwNLSUqubj8lkMri7u0MikWh9l37CLsqevyh7fqLc+Yuy5yfKnb8oe/6SSqXw8PBATU0NrK2tWTsvb6/UC4VCuLm5cV1Gl1lZWdGg5ynKnr8oe36i3PmLsucnyp2/KHv+EgrZbW1HjfIIIYQQQgghhBAdRZN6QgghhBBCCCFER9GkXssZGxvjnXfegbGxMdelEA2j7PmLsucnyp2/KHt+otz5i7LnL3Vlz9tGeYQQQgghhBBCiK6jK/WEEEIIIYQQQoiOokk9IYQQQgghhBCio2hSTwghhBBCCCGE6Cia1GuJrKwsDB48GP7+/oiKikJaWlqnx23btg1+fn7w8fHBU089BblcruFKCZuee+45eHl5QSAQICkpqdNjzp49C1NTU4SGhrZ/NTU1abZQohajRo1CcHAwQkND8eCDDyIxMbHT42jc66cdO3ZAIBDghx9+6PCz/Px8GBgY3DHuc3JyNF8kYVVLSwuWLVsGPz8/BAUFYfbs2Z0eR2Nef1RXV98xjv39/SESiXDz5s07jqMxr59Onz6NyMhIBAcHY+DAgUhOTu70uJMnT6Jv377w8/PDxIkTIZPJNFwp6am7vafv6hyvx+/3GaIVhg8fzuzYsYNhGIY5ePAgExkZ2eGY3NxcxtnZmSktLWWUSiXz+OOPM19++aWGKyVsOnfuHCORSBhPT08mMTGx02POnDnDhISEaLQuohk1NTXtfz5y5AgTHBzc4Rga9/opLy+PGTRoEDNw4EDm6NGjnf5cLBZrvC6iXi+88AKzbNkyRqlUMgzDMKWlpR2OoTGv3z788ENm3LhxHf6exrz+uXnzJmNra8ukpqYyDMMw58+fZ/r379/huLq6OsbBwYG5fv06wzAMs3TpUuaVV17RaK2k5+72nr4rczyG6fn7fbpSrwUqKipw9erV9k/sJ02aBIlEguzs7DuOO3ToEGJiYuDk5ASBQIAlS5Zg//79XJRMWDJ06FC4ublxXQbhiLW1dfufpVIpBAJBh2No3OsfpVKJRYsW4YsvvqDtjHikoaEB27Ztw/vvv98+1p2cnDocR2Nev23btg1PPvkk12UQDcjJyYGdnR369+8PAHjwwQdRWFiIhISEO4776aefEBYWhr59+wIAnn32WRrzOqiz9/RdneOxgSb1WkAikcDZ2RkikQgAIBAI4OHhgcLCwjuOKywshKenZ/v3Xl5eHY4h+iknJwfh4eGIiorCxo0buS6HsGju3Llwd3fHypUrsWfPng4/p3Gvfz755BMMGTIEERER9zyuoaEBUVFRCA8Px+rVq6FQKDRUIVGHnJwc2NraYu3atYiMjMSDDz6I33//vcNxNOb116VLl1BTU4Nx48Z1+nMa8/rFz88P1dXVuHTpEgDg+PHjqKurQ35+/h3HdTbmS0tL0dbWpslyiRp0dY53W0/e74t6XC0hRK3Cw8NRVFQEsViMoqIiPPbYY7C3t8fUqVO5Lo2wYPfu3QCAXbt24bXXXsOpU6c4roioU2pqKg4fPozz58/f8zhnZ2cUFxfDwcEBN2/exLRp0/Dxxx9j+fLlGqqUsK2trQ0FBQUICAjA+vXrkZiYiJEjRyItLQ2Ojo5cl0c0YNu2bZg7d277G/x/ozGvf8RiMQ4dOoQVK1agvr4egwYNQkBAQKf5E9LT9/t0pV4LuLu73/GJHMMwKCwshIeHxx3HeXh4oKCgoP37/Pz8DscQ/WNlZQWxWAwAcHNzw4wZM3DhwgWOqyJsmzdvHs6cOYPq6uo7/p7GvX65cOEC8vPz4efnBy8vL1y+fBlPP/00Nm3adMdxxsbGcHBwAADY2tpi4cKFNO51nIeHB4RCIWbNmgUACAsLQ+/evXHt2rUOx9GY1z/19fX4/vvvsXDhwk5/TmNePw0fPhznzp1DfHw8Pv74Y5SUlCAgIOCOYzob8/++ukt0V1fneEDP3+/TpF4LODg4IDw8HHv37gUAHD58GG5ubvD19b3juEmTJuH48eMoKysDwzD4+uuvMX36dC5KJhpUWloKpVIJAKirq8PJkycRFhbGcVWkp2pra1FSUtL+/Q8//AA7OzvY2trecRyNe/3yzDPPoLS0FPn5+cjPz8fAgQOxefNmPPPMM3ccV1FR0d7xvKWlBUeOHKFxr+Ps7e0xYsQI/PzzzwCAvLw85OXloV+/fnccR2NePx04cAAhISHt903/F415/VRaWtr+5/feew8PP/xwh/f3Y8aMQUJCAm7cuAEA2LhxI415PdHVOR7Awvv9brfYI6y6ceMGM3DgQMbPz4+JiIhgUlJSGIZhmCeffJI5duxY+3GbN29mvL29GW9vb2bhwoVMa2srVyUTFjz99NOMq6srY2BgwDg4ODA+Pj4Mw9yZ+xdffMEEBAQwwcHBTEBAAPPOO++0d04muis/P5+JiopiAgMDmeDgYGbEiBHt3VJp3PPHsGHD2rvfr1y5ktm0aRPDMAxz+PBhpn///u3jftmyZUxzczOHlRI25OTkMA899FD7uD906BDDMDTm+WDQoEHM9u3b7/g7GvP6b9GiRUyfPn0YHx8fZvbs2e273vw7e4ZhmGPHjrUfN378eKa2tpajikl33e09/d3meAzD7vt9AcMwDCsfRRBCCCGEEEIIIUSjaPk9IYQQQgghhBCio2hSTwghhBBCCCGE6Cia1BNCCCGEEEIIITqKJvWEEEIIIYQQQoiOokk9IYQQQgghhBCio2hSTwghhBBCCCGE6Cia1BNCCCGEEEIIITqKJvWEEEIIIYQQQoiOokk9IYQQQgghhBCio2hSTwghhBBCCCGE6Cia1BNCCCGEEEIIITrq/wGAP/x13HGipgAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Graph mode with @tp.compile\n", - "\n", - "@tp.compile\n", - "def my_function(x):\n", - " return tp.simple_moving_average(x, window_length=0.5) - tp.simple_moving_average(x, window_length=1.0)\n", - "\n", - "result = my_function(evset)\n", - " \n", - "result.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "e4aa008f-aa8e-486f-a96c-854fb5b2bd83", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:45.190989Z", - "iopub.status.busy": "2023-07-12T19:18:45.190568Z", - "iopub.status.idle": "2023-07-12T19:18:45.330304Z", - "shell.execute_reply": "2023-07-12T19:18:45.329427Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Build schedule\n", - "Run 3 operators\n", - " 1 / 3: SIMPLE_MOVING_AVERAGE [0.00007 s]\n", - " 2 / 3: SIMPLE_MOVING_AVERAGE [0.00004 s]\n", - " 3 / 3: SUBTRACTION [0.00007 s]\n", - "Execution in 0.00050 s\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Graph model without @tp.compile\n", - "\n", - "input_node = tp.input_node([(\"value\", tp.float64)])\n", - "# Or input_node = tp.input_node(evset.schema.features)\n", - "\n", - "result_node = tp.simple_moving_average(input_node, window_length=0.5) - tp.simple_moving_average(input_node, window_length=1.0)\n", - "result = tp.run(result_node, {input_node: evset}, verbose=1)\n", - " \n", - "result.plot()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "a6a5a017-9dbe-4782-bc73-9b278ec622b0", - "metadata": {}, - "source": [ - "## More on graph mode\n", - "\n", - "**Remark:** While you will likely use the graph mode with `@tp.compile` , it is useful for you to understand the graph model without `@tp.compile`.\n", - "\n", - "A Temporian program is a graph of [EventSetNode][temporian.EventSetNodes]s connecting operators. A graph is executed with the function `tp.run(, )`.\n", - "\n", - "\"eager\n", - "\n", - "The `` can be specified as an `EventSetNode`, a list of `EventSetNodes`, or a dictionary of names to `EventSetNodes`, and the result of `tp.run()` will be of the same type. For example, if `` is a list of three `EventSetNodes`, the result will be a list of the three corresponding `EventSets`.\n", - "\n", - "The `` can be specified as:\n", - "\n", - "- A dictionary of `EventSetNodes` to `EventSets`, or \n", - "- A dictionary of names to `EventSets`, or,\n", - "- A list of `EventSets`, or\n", - "- A single `EventSet`\n", - "\n", - "This lets Temporian know the `EventSetNodes` of the graph that each input `EventSet` corresponds to. If `` is a dictionary of names to `EventSets`, the names must match the names of `EventSetNodes` in the graph. If `` is a list or a single `EventSet`, the names of those `EventSets` must do the same. If we specify the inputs as a dictionary, we could skip passing a name to `a_evset`." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "dd4142a0-df47-4ca3-aafe-7a105b4f2deb", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:45.332924Z", - "iopub.status.busy": "2023-07-12T19:18:45.332468Z", - "iopub.status.idle": "2023-07-12T19:18:45.342998Z", - "shell.execute_reply": "2023-07-12T19:18:45.342153Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[indexes: []\n", - "features: [('value', float64)]\n", - "events:\n", - " (1000 events):\n", - " timestamps: [ 0. 0.01 0.02 ... 9.98 9.99 10. ]\n", - " 'value': [ 0. -0.5 -1. ... 3.74 3.76 3.76]\n", - "memory usage: 8.5 kB\n", - ", indexes: []\n", - "features: [('value', float64)]\n", - "events:\n", - " (1000 events):\n", - " timestamps: [ 0. 0.01 0.02 ... 9.98 9.99 10. ]\n", - " 'value': [ 0. -0.5 -1. ... 1.04 1.09 1.14]\n", - "memory usage: 8.5 kB\n", - ", indexes: []\n", - "features: [('sub_value_value', float64)]\n", - "events:\n", - " (1000 events):\n", - " timestamps: [ 0. 0.01 0.02 ... 9.98 9.99 10. ]\n", - " 'sub_value_value': [0. 0. 0. ... 2.7 2.67 2.62]\n", - "memory usage: 8.5 kB\n", - "]\n" - ] - } - ], - "source": [ - "input_node = tp.input_node([(\"value\", tp.float64)])\n", - "result_1_node = tp.simple_moving_average(input_node, window_length=0.5)\n", - "result_2_node = tp.simple_moving_average(input_node, window_length=1.0)\n", - "result_3_node = result_1_node - result_2_node\n", - "\n", - "result = tp.run([result_1_node,result_2_node, result_3_node], {input_node: evset})\n", - " \n", - "print(result)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "32dd49a8-8847-4df1-be17-b844b92f4211", - "metadata": {}, - "source": [ - "**Remarks:**\n", - "\n", - "- It's important to distinguish between a `tp.EventSet`, such as `evset`, that contains data, and a `tp.EventSetNode`, like `input_node`, that connect operators together and compose the computation graph, but do not contain data.\n", - "- No computation is performed when defining the graph (i.e., when calling the operator functions). All computation is done during `tp.run()`.\n", - "- In `tp.run()`, the second argument defines a mapping between input `EventSetNodes` and `EventSets`. If all necessary input `EventSetNodes` are not fed, an error will be raised.\n", - "- In most cases you will only pass `EventSets` that correspond to the graph's input `EventSetNodes`, but Temporian also supports passing `EventSets` to intermediate `EventSetNodes` in the graph." - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "c7e808b2-4091-447a-a6a5-66fcf5f037a9", - "metadata": {}, - "source": [ - "The `@tp.compile` annotation takes a function inputing and outputing `tp.EventSetNode`, and automatically calls `tp.run` on the result of the function if a `tp.EventSet` is provided as input." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "b0b0220b-9869-454c-8f3b-afeabaca06bc", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:45.345745Z", - "iopub.status.busy": "2023-07-12T19:18:45.345069Z", - "iopub.status.idle": "2023-07-12T19:18:45.350527Z", - "shell.execute_reply": "2023-07-12T19:18:45.349823Z" - } - }, - "outputs": [], - "source": [ - "@tp.compile\n", - "def my_function(x : tp.EventSetNode) -> tp.EventSetNode:\n", - " return tp.simple_moving_average(x, window_length=0.5)\n", - "\n", - "# Feeding an EventSet\n", - "input_evset = tp.event_set(timestamps=[1, 2, 3],features={\"value\": [5., 6., 7.]})\n", - "assert isinstance(my_function(input_evset), tp.EventSet)\n", - "\n", - "# Feeding an EventSetNode\n", - "input_node = tp.input_node([(\"value\", tp.float64)])\n", - "assert isinstance(my_function(input_node), tp.EventSetNode)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "c0f02853-718f-4c9e-8945-b25e74b548ae", - "metadata": {}, - "source": [ - "Importantly, variables in a `tp.compile` function are `EventSetNode` and not `EventSet`. Therefore, you cannot directly access the event set data.\n", - "\n", - "In addition, the compiled function execution first generates the graph. The graph is then executed. In the next example, the compiled function generates a graph with 10 operators." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "945d8f39-18ad-44df-a4d2-9d8986e7825b", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:45.353329Z", - "iopub.status.busy": "2023-07-12T19:18:45.353112Z", - "iopub.status.idle": "2023-07-12T19:18:45.358949Z", - "shell.execute_reply": "2023-07-12T19:18:45.357662Z" - } - }, - "outputs": [], - "source": [ - "@tp.compile\n", - "def my_function(x : tp.EventSetNode) -> tp.EventSetNode:\n", - " for i in range(10):\n", - " x = tp.simple_moving_average(x, window_length=i+1)\n", - " return x" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "4c46c4ee-a8ff-4b9b-9ced-acbee202d0a3", - "metadata": {}, - "source": [ - "You can create a compiled function with a `if`. However, the condition of the `if` cannot depend on the EventSet data." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "941a5fc4-edfc-4fba-8bc8-22f3a7387e91", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:45.362130Z", - "iopub.status.busy": "2023-07-12T19:18:45.361815Z", - "iopub.status.idle": "2023-07-12T19:18:45.367314Z", - "shell.execute_reply": "2023-07-12T19:18:45.366603Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[('a_branch', float64)]\n", - "[('non_a_branch', float64)]\n" - ] - } - ], - "source": [ - "@tp.compile\n", - "def my_function(x : tp.EventSetNode, a:bool) -> tp.EventSetNode:\n", - " if a:\n", - " return tp.rename(x, \"a_branch\")\n", - " else:\n", - " return tp.rename(x, \"non_a_branch\")\n", - "\n", - "print(my_function(input_evset, a=True).schema.features)\n", - "\n", - "print(my_function(input_evset, a=False).schema.features)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "3bf624e6-6b1c-4806-8024-8beebd30fc0b", - "metadata": {}, - "source": [ - "If you want to create a program conditional on EventSet data, you can use a `tp.filter`." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "a9ab68f3-91a6-445e-99c2-7f2379185f21", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:45.369918Z", - "iopub.status.busy": "2023-07-12T19:18:45.369624Z", - "iopub.status.idle": "2023-07-12T19:18:45.376649Z", - "shell.execute_reply": "2023-07-12T19:18:45.375861Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "indexes: []\n", - "features: [('value', int64)]\n", - "events:\n", - " (2 events):\n", - " timestamps: [1. 2.]\n", - " 'value': [10 11]\n", - "memory usage: 0.5 kB" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "@tp.compile\n", - "def my_function(x : tp.EventSetNode) -> tp.EventSetNode:\n", - " return tp.filter(x[\"value\"], x[\"condition\"])\n", - "\n", - "my_function(tp.event_set(\n", - "\ttimestamps=[1,2,3],\n", - "\tfeatures={\n", - " \"value\": [10, 11, 12],\n", - " \"condition\":[True, True, False]}\n", - "))" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "c7ef8b32-a08d-46e2-aa8e-5cad3d5421e0", - "metadata": {}, - "source": [ - "To simplify its usage when the graph contains a single output `EventSetNode`, `node.run(...)` is equivalent to `tp.run(node, ...)`." - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "afa9c5d2-1efe-440d-bf45-366c0b389b5a", - "metadata": {}, - "source": [ - "\n", - "\n", - "\n", - "**Warning:** It is more efficient to run multiple output `EventSetNodes` together with `tp.run()` than to run them separately with `node_1.run(...)`, `node_2.run(...)`, etc." - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "d78f320b", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "Previously, we defined the input of the graph with `tp.input_node()`. This way of listing features manually and their respective data type is cumbersome.\n", - "\n", - "If an `EventSet` is available (i.e., data is available) this step can be changed to use `evset.node()` instead, which will return an `EventSetNode` that is compatible with it. This is especially useful when creating `EventSets` from existing data, such as pandas DataFrames or CSV files." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "d4fc33b0", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:45.379097Z", - "iopub.status.busy": "2023-07-12T19:18:45.378892Z", - "iopub.status.idle": "2023-07-12T19:18:45.383530Z", - "shell.execute_reply": "2023-07-12T19:18:45.382775Z" - }, - "lines_to_next_cell": 0 - }, - "outputs": [], - "source": [ - "# Define an EventSet.\n", - "a_evset = tp.event_set(\n", - "\ttimestamps=[0, 1, 2],\n", - "\tfeatures={\n", - " \"feature_1\": [1.0, 2.0, 3.0],\n", - " \"feature_2\": [\"hello\", \"little\", \"dog\"],\n", - " \"feature_3\": [\"A\", \"A\", \"B\"],\n", - "\t}\n", - ")\n", - "\n", - "# The following three statements are (almost) equivalent.\n", - "a_node = tp.input_node(\n", - " features=[\n", - " (\"feature_1\", tp.float64),\n", - " (\"feature_2\", tp.str_),\n", - " ],\n", - " indexes=[(\"feature_3\", tp.str_)])\n", - "\n", - "a_node = tp.input_node(features=a_evset.schema.features,\n", - " indexes=a_evset.schema.indexes)\n", - " \n", - "a_node = a_evset.node()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "b73d3011", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "## Time units\n", - "\n", - "In Temporian, times are always represented by a float64 value. Users have the freedom to choose the semantic to this value. For example, the time can be the number of nanoseconds since the start of the day, the number of cycles of a process, the number of years since the big bang, or the number of seconds since January 1, 1970, at 00:00:00 UTC, also known as Unix or POSIX time.\n", - "\n", - "To ease the feature engineering of dates, Temporian contains a set of _calendar operators_. These operators specialize in creating features from dates and datetimes. For instance, the `tp.calendar_hour()` operator returns the hour of the date in the range `0-23`.\n", - "\n", - "Calendar operators require the time in their inputs to be Unix time, so applying them on non-Unix timestamps will raise errors. Temporian can sometimes automatically recognize if input timestamps correspond to Unix time (e.g. when an `EventSet` is created from a pandas DataFrame with a datetime column, or when passing a list of datetime objects as timestamps in `EventSet`'s constructor). If creating `EventSets` manually and passing floats directly to `timestamps`, you need to explicitly specify whether they correspond to Unix times or not via the `is_unix_timestamp` argument." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "92ec9711", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:45.386117Z", - "iopub.status.busy": "2023-07-12T19:18:45.385905Z", - "iopub.status.idle": "2023-07-12T19:18:45.394646Z", - "shell.execute_reply": "2023-07-12T19:18:45.393913Z" - }, - "lines_to_next_cell": 0 - }, - "outputs": [ - { - "data": { - "text/plain": [ - "indexes: []\n", - "features: [('feature_1', int64), ('feature_2', str_), ('calendar_day_of_week', int32)]\n", - "events:\n", - " (3 events):\n", - " timestamps: [1.6787e+09 1.6788e+09 1.6790e+09]\n", - " 'feature_1': [1 2 3]\n", - " 'feature_2': [b'a' b'b' b'c']\n", - " 'calendar_day_of_week': [0 1 4]\n", - "memory usage: 0.8 kB" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "a_evset = tp.event_set(\n", - " timestamps=[\n", - " pd.to_datetime(\"Monday Mar 13 12:00:00 2023\", utc=True),\n", - " pd.to_datetime(\"Tuesday Mar 14 12:00:00 2023\", utc=True),\n", - " pd.to_datetime(\"Friday Mar 17 00:00:01 2023\", utc=True),\n", - " ],\n", - " features={\n", - " \"feature_1\": [1, 2, 3],\n", - " \"feature_2\": [\"a\", \"b\", \"c\"],\n", - " },\n", - ")\n", - "a_node = a_evset.node()\n", - "b_node = tp.glue(a_node, tp.calendar_day_of_week(a_node))\n", - "b_node.run(a_evset)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "7380c9c7", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "Temporian accepts time inputs in various formats, including integer, float, Python date or datetime, NumPy datetime, and pandas datetime. Date and datetime objects are internally converted to floats as Unix time in seconds, compatible with the calendar operators.\n", - "\n", - "Operators can take _durations_ as input arguments. For example, the simple moving average operator takes a `window_length` argument. Temporian exposes several utility functions to help creating those duration arguments when using Unix timestamps:" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "508c3f0c", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:45.396932Z", - "iopub.status.busy": "2023-07-12T19:18:45.396715Z", - "iopub.status.idle": "2023-07-12T19:18:45.401047Z", - "shell.execute_reply": "2023-07-12T19:18:45.400244Z" - } - }, - "outputs": [], - "source": [ - "a = tp.input_node(features=[(\"feature_1\", tp.float64)])\n", - "\n", - "# Define a 1-day moving average.\n", - "b = tp.simple_moving_average(a, window_length=tp.duration.days(1))\n", - "\n", - "# Equivalent.\n", - "b = tp.simple_moving_average(a, window_length=24 * 60 * 60)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "6c99993c", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "## Plotting\n", - "\n", - "Data visualization is crucial for gaining insights into data and the system it represents. It also helps in detecting unexpected behavior and issues, making debugging and iterative development easier.\n", - "\n", - "Temporian provides two plotting functions for data visualization: `evset.plot()` and `tp.plot()`.\n", - "\n", - "The `evset.plot()` function is shorter to write and is used for displaying a single `EventSet`, while the `tp.plot()` function is used for displaying multiple `EventSets` together. This function is particularly useful when `EventSets` are indexed (see [Index, horizontal and vertical operators](#indexes-horizontal-and-vertical-operators)) or have different samplings (see [Sampling](#sampling)).\n", - "\n", - "Here's an example of using the `evset.plot()` function:" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "cbf42f42", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:45.403996Z", - "iopub.status.busy": "2023-07-12T19:18:45.403771Z", - "iopub.status.idle": "2023-07-12T19:18:45.643643Z", - "shell.execute_reply": "2023-07-12T19:18:45.643082Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "evset = tp.event_set(\n", - "\ttimestamps=[1, 2, 3, 4, 5],\n", - "\tfeatures={\n", - " \"feature_1\": [0.5, 0.6, 0.4, 0.4, 0.9],\n", - " \"feature_2\": [\"red\", \"blue\", \"red\", \"blue\", \"green\"]\n", - " }\n", - ")\n", - "evset.plot()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "39dc9a92", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "By default, the plotting style is selected automatically based on the data.\n", - "\n", - "For example, uniformly sampled numerical features (i.e., time series) are plotted with a continuous line, while non-uniformly sampled values are plotted with markers. Those and other behaviors can be controlled via the function's arguments.\n", - "\n", - "Here's an example of using the `evset.plot()` function with options:" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "82552e04", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:45.647386Z", - "iopub.status.busy": "2023-07-12T19:18:45.647153Z", - "iopub.status.idle": "2023-07-12T19:18:45.925838Z", - "shell.execute_reply": "2023-07-12T19:18:45.925123Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "figure = evset.plot(\n", - " style=\"marker\",\n", - " width_px=400,\n", - " min_time=2,\n", - " max_time=10,\n", - " return_fig=True,\n", - ")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "37bd0475", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "The plots are static images by default. However, interactive plotting can be very powerful. To enable interactive plotting, use `interactive=True`. Note that interactive plotting requires the `bokeh` Python library to be installed." - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "37feddd0", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:45.928391Z", - "iopub.status.busy": "2023-07-12T19:18:45.928187Z", - "iopub.status.idle": "2023-07-12T19:18:48.039131Z", - "shell.execute_reply": "2023-07-12T19:18:48.038008Z" - } - }, - "outputs": [ - { - "data": { - "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n // Clean up Bokeh references\n if (id != null && id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim();\n if (id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(null);\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.1.1.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(null)).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", - "application/vnd.bokehjs_load.v0+json": "" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "\n", - "
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const render_items = [{\"docid\":\"bf595bed-9875-4d3a-97fe-79acda08d25a\",\"roots\":{\"p1165\":\"cee9bf9c-702c-47ab-8463-acce41621d85\"},\"root_ids\":[\"p1165\"]}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", - "application/vnd.bokehjs_exec.v0+json": "" - }, - "metadata": { - "application/vnd.bokehjs_exec.v0+json": { - "id": "p1165" - } - }, - "output_type": "display_data" - } - ], - "source": [ - "!pip install bokeh -q\n", - "\n", - "evset.plot(interactive=True)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "cf4d0c27", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "## Feature naming\n", - "\n", - "Each feature is identified by a name, and the list of features is available through the `features` property of an `EventSetNode`." - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "38ff0e20", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.041769Z", - "iopub.status.busy": "2023-07-12T19:18:48.041511Z", - "iopub.status.idle": "2023-07-12T19:18:48.045989Z", - "shell.execute_reply": "2023-07-12T19:18:48.045296Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[('feature_1', float64), ('feature_2', float64)]\n" - ] - } - ], - "source": [ - "events = tp.event_set(\n", - "\ttimestamps=[1,2,3,4,5],\n", - "\tfeatures={\n", - "\t \"feature_1\": [0.5, 0.6, 0.4, 0.4, 0.9],\n", - "\t \"feature_2\": [1.0, 2.0, 3.0, 2.0, 1.0]}\n", - " )\n", - "node = events.node()\n", - "print(node.features)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "2cd29020", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "Most operators do not change the input feature's names." - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "838449d4", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.048381Z", - "iopub.status.busy": "2023-07-12T19:18:48.048173Z", - "iopub.status.idle": "2023-07-12T19:18:48.053544Z", - "shell.execute_reply": "2023-07-12T19:18:48.052749Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "[('feature_1', float64), ('feature_2', float64)]" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "tp.moving_sum(node, window_length=10).features" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "b70cc298", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "Some operators combine two input features with different names, in which case the output name is also combined." - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "b10fdec3", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.056033Z", - "iopub.status.busy": "2023-07-12T19:18:48.055834Z", - "iopub.status.idle": "2023-07-12T19:18:48.060788Z", - "shell.execute_reply": "2023-07-12T19:18:48.060000Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "[('mult_feature_1_feature_2', float64)]" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "result = node[\"feature_1\"] * node[\"feature_2\"]\n", - "result.features" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "87731369", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "The calendar operators don't depend on input features but on the timestamps, so the output feature name doesn't\n", - "relate to the input feature names." - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "4182d3f8", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.063351Z", - "iopub.status.busy": "2023-07-12T19:18:48.063139Z", - "iopub.status.idle": "2023-07-12T19:18:48.067737Z", - "shell.execute_reply": "2023-07-12T19:18:48.066977Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[('calendar_month', int32)]\n" - ] - } - ], - "source": [ - "date_events = tp.event_set(\n", - "\ttimestamps=[\"2020-02-15\", \"2020-06-20\"],\n", - "\tfeatures={\"some_feature\": [10, 20]}\n", - " )\n", - "date_node = date_events.node()\n", - "print(tp.calendar_month(date_node).features)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "61127d7f", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "You can modify feature names using the `tp.rename()` and `tp.prefix()` operators. `tp.rename()` changes the name of features, while `tp.prefix()` adds a prefix in front of existing feature names. Note that they do not modify the content of the input `EventSetNode`, but return a new `EventSetNode` with the modified feature names." - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "bc36bc1f", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.070434Z", - "iopub.status.busy": "2023-07-12T19:18:48.070178Z", - "iopub.status.idle": "2023-07-12T19:18:48.074287Z", - "shell.execute_reply": "2023-07-12T19:18:48.073625Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[('renamed_1', float64)]\n" - ] - } - ], - "source": [ - "# Rename a single feature.\n", - "renamed_f1 = tp.rename(node[\"feature_1\"], \"renamed_1\")\n", - "print(renamed_f1.features)" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "a44f6e7a", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.076479Z", - "iopub.status.busy": "2023-07-12T19:18:48.076270Z", - "iopub.status.idle": "2023-07-12T19:18:48.080087Z", - "shell.execute_reply": "2023-07-12T19:18:48.079462Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[('renamed_1', float64), ('renamed_2', float64)]\n" - ] - } - ], - "source": [ - "# Rename all features.\n", - "renamed_node = tp.rename(node,\n", - " {\"feature_1\": \"renamed_1\", \"feature_2\": \"renamed_2\"}\n", - ")\n", - "print(renamed_node.features)" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "af6103fc", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.082268Z", - "iopub.status.busy": "2023-07-12T19:18:48.082077Z", - "iopub.status.idle": "2023-07-12T19:18:48.086119Z", - "shell.execute_reply": "2023-07-12T19:18:48.085424Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[('prefixed.feature_1', float64)]\n" - ] - } - ], - "source": [ - "# Prefix a single feature.\n", - "prefixed_f1 = tp.prefix(node[\"feature_1\"], \"prefixed.\")\n", - "print(prefixed_f1.features)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "3126cbed", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.088498Z", - "iopub.status.busy": "2023-07-12T19:18:48.088287Z", - "iopub.status.idle": "2023-07-12T19:18:48.092046Z", - "shell.execute_reply": "2023-07-12T19:18:48.091363Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[('prefixed.feature_1', float64), ('prefixed.feature_2', float64)]\n" - ] - } - ], - "source": [ - "# Prefix all features.\n", - "prefixed_node = tp.prefix(node, \"prefixed.\")\n", - "print(prefixed_node.features)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "085e79c3", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "It is recommended to use `tp.rename()` and `tp.prefix()` to organize your data, and avoid duplicated feature names." - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "852abbdd", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.094459Z", - "iopub.status.busy": "2023-07-12T19:18:48.094263Z", - "iopub.status.idle": "2023-07-12T19:18:48.098192Z", - "shell.execute_reply": "2023-07-12T19:18:48.097520Z" - } - }, - "outputs": [], - "source": [ - "sma_7_node = tp.prefix(tp.simple_moving_average(node, tp.duration.days(7)), \"sma_7.\")\n", - "sma_14_node = tp.prefix(tp.simple_moving_average(node, tp.duration.days(14)), \"sma_14.\")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "ac25eb4a", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "The `tp.glue()` operator can be used to concatenate different features into a single `EventSetNode`, but it will fail if two features with the same name are provided. The following pattern is commonly used in Temporian programs." - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "f7d85e33", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.100474Z", - "iopub.status.busy": "2023-07-12T19:18:48.100285Z", - "iopub.status.idle": "2023-07-12T19:18:48.104973Z", - "shell.execute_reply": "2023-07-12T19:18:48.104296Z" - } - }, - "outputs": [], - "source": [ - "result = tp.glue(\n", - " tp.prefix(tp.simple_moving_average(node, tp.duration.days(7)), \"sma_7.\"),\n", - " tp.prefix(tp.simple_moving_average(node, tp.duration.days(14)), \"sma_14.\"),\n", - ")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "749df3cc", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "## Casting\n", - "\n", - "Temporian is strict on feature data types (also called dtype). This means that often, you cannot perform operations between features of different types. For example, you cannot subtract a `tp.float32` and a `tp.float64`. Instead, you must manually cast the features to the same type before performing the operation." - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "id": "e1276be1", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.107140Z", - "iopub.status.busy": "2023-07-12T19:18:48.106948Z", - "iopub.status.idle": "2023-07-12T19:18:48.110638Z", - "shell.execute_reply": "2023-07-12T19:18:48.109910Z" - } - }, - "outputs": [], - "source": [ - "node = tp.input_node(features=[(\"f1\", tp.float32), (\"f2\", tp.float64)])\n", - "added = tp.cast(node[\"f1\"], tp.float64) + node[\"f2\"]" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "d45a37bb", - "metadata": { - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "Casting is especially useful to reduce memory usage. For example, if a feature only contains values between 0 and 10000, using `tp.int32` instead of `tp.int64` will halve memory usage. These optimizations are critical when working with large datasets.\n", - "\n", - "Casting can also be a necessary step before calling operators that only accept certain input data types.\n", - "\n", - "Note that in Python, the values `1.0` and `1` are respectively `float64` and `int64`.\n", - "\n", - "Temporian supports data type casting through the `tp.cast()` operator. Destination data types can be specified in three different ways:\n", - "\n", - "1. Single data type: converts all input features to the same destination data type.\n", - "\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "3e3ee4c4", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.112858Z", - "iopub.status.busy": "2023-07-12T19:18:48.112669Z", - "iopub.status.idle": "2023-07-12T19:18:48.117232Z", - "shell.execute_reply": "2023-07-12T19:18:48.116444Z" - }, - "lines_to_next_cell": 0 - }, - "outputs": [ - { - "data": { - "text/plain": [ - "[('f1', float32), ('f2', float64)]" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "node.features" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "6c2444ba", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.119467Z", - "iopub.status.busy": "2023-07-12T19:18:48.119269Z", - "iopub.status.idle": "2023-07-12T19:18:48.122662Z", - "shell.execute_reply": "2023-07-12T19:18:48.122171Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[('f1', str_), ('f2', str_)]\n" - ] - } - ], - "source": [ - "print(tp.cast(node, tp.str_).features)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "59c449d9", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "2. Feature name to data type mapping: converts each feature (specified by name) to a specific data type." - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "id": "05ee00a7", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.124843Z", - "iopub.status.busy": "2023-07-12T19:18:48.124658Z", - "iopub.status.idle": "2023-07-12T19:18:48.128444Z", - "shell.execute_reply": "2023-07-12T19:18:48.127834Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[('f1', str_), ('f2', int64)]\n" - ] - } - ], - "source": [ - "print(tp.cast(node, {\"f1\": tp.str_, \"f2\": tp.int64}).features)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "3f85a531", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "3. Data type to data type mapping: converts all features of a specific data type to another data type." - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "6deaff88", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.130815Z", - "iopub.status.busy": "2023-07-12T19:18:48.130616Z", - "iopub.status.idle": "2023-07-12T19:18:48.134664Z", - "shell.execute_reply": "2023-07-12T19:18:48.133974Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[('f1', str_), ('f2', int64)]\n" - ] - } - ], - "source": [ - "print(tp.cast(node, {tp.float32: tp.str_, tp.float64: tp.int64}).features)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "915df6c5", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "Keep in mind that casting may fail when the graph is evaluated. For instance, attempting to cast `\"word\"` to `tp.float64` will result in an error. These errors cannot be caught prior to graph evaluation.\n", - "\n", - "## Arithmetic operators\n", - "\n", - "Arithmetic operators can be used between the features of an `EventSetNode`, to perform element-wise calculations.\n", - "\n", - "Common mathematical and bit operations are supported, such as addition (`+`), subtraction (`-`), product (`*`), division (`/`), floor division (`//`), modulo (`%`), comparisons (`>, >=, <, <=`), and bitwise operators (`&, |, ~`).\n", - "\n", - "These operators are applied index-wise and timestamp-wise, between features in the same position." - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "id": "2c673b17", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.137323Z", - "iopub.status.busy": "2023-07-12T19:18:48.136793Z", - "iopub.status.idle": "2023-07-12T19:18:48.142502Z", - "shell.execute_reply": "2023-07-12T19:18:48.141727Z" - }, - "lines_to_next_cell": 0 - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "indexes: []\n", - "features: [('add_f1_f3', int64), ('add_f2_f4', float64)]\n", - "events:\n", - " (2 events):\n", - " timestamps: [ 1. 10.]\n", - " 'add_f1_f3': [100 101]\n", - " 'add_f2_f4': [1010. 1020.]\n", - "memory usage: 0.7 kB\n", - "\n" - ] - } - ], - "source": [ - "evset = tp.event_set(\n", - " timestamps=[1, 10],\n", - " features={\n", - " \"f1\": [0, 1],\n", - " \"f2\": [10.0, 20.0],\n", - " \"f3\": [100, 100],\n", - " \"f4\": [1000.0, 1000.0],\n", - " },\n", - ")\n", - "node = evset.node()\n", - "\n", - "node_added = node[[\"f1\", \"f2\"]] + node[[\"f3\", \"f4\"]]\n", - "\n", - "evset_added = node_added.run(evset)\n", - "print(evset_added)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "03bd54cc", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "Note that features of type `int64` and `float64` are not mixed above, because otherwise the operation would fail without an explicit type cast." - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "1675fa25", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "```python\n", - "# Attempt to mix dtypes.\n", - ">>> node[\"f1\"] + node[\"f2\"]\n", - "Traceback (most recent call last):\n", - " ...\n", - "ValueError: corresponding features should have the same dtype. ...\n", - "```" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "7b50cf71", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "Refer to the [Casting](#casting) section for more on this.\n", - "\n", - "All the operators have an equivalent functional form. The example above using `+`, could be rewritten with `tp.add()`." - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "3b350c4a", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.144884Z", - "iopub.status.busy": "2023-07-12T19:18:48.144689Z", - "iopub.status.idle": "2023-07-12T19:18:48.148299Z", - "shell.execute_reply": "2023-07-12T19:18:48.147589Z" - } - }, - "outputs": [], - "source": [ - "# Equivalent.\n", - "node_added = tp.add(node[[\"f1\", \"f2\"]], node[[\"f3\", \"f4\"]])" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "d65bd8de", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "Other usual comparison and logic operators also work (except `==`, see below)." - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "id": "f1462eea", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.150468Z", - "iopub.status.busy": "2023-07-12T19:18:48.150279Z", - "iopub.status.idle": "2023-07-12T19:18:48.154461Z", - "shell.execute_reply": "2023-07-12T19:18:48.153773Z" - } - }, - "outputs": [], - "source": [ - "is_greater = node[[\"f1\", \"f2\"]] > node[[\"f3\", \"f4\"]]\n", - "is_less_or_equal = node[[\"f1\", \"f2\"]] <= node[[\"f3\", \"f4\"]]\n", - "is_wrong = is_greater & is_less_or_equal" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "9f01eee7", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "**Warning:** The Python equality operator (`==`) does not compute element-wise equality between features. Use the `tp.equal()` operator instead." - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "id": "c610a0d0", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.156702Z", - "iopub.status.busy": "2023-07-12T19:18:48.156507Z", - "iopub.status.idle": "2023-07-12T19:18:48.161203Z", - "shell.execute_reply": "2023-07-12T19:18:48.160516Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "schema:\n", - " features: [('eq_f1_f3', bool_)]\n", - " indexes: []\n", - " is_unix_timestamp: False\n", - "\n", - "features: [Feature(id=140558094330624, creator=Operator(key='EQUAL', id=66, attributes={}))]\n", - "sampling: Sampling(id=140557545245616, creator=None),\n", - "name: None\n", - "creator: Operator(key='EQUAL', id=66, attributes={})\n", - "id:140558094330240" - ] - }, - "execution_count": 37, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Works element-wise as expected\n", - "tp.equal(node[\"f1\"], node[\"f3\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "id": "abda404b", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.163464Z", - "iopub.status.busy": "2023-07-12T19:18:48.163249Z", - "iopub.status.idle": "2023-07-12T19:18:48.168151Z", - "shell.execute_reply": "2023-07-12T19:18:48.167430Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "False" - ] - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# This is just a boolean\n", - "(node[\"f1\"] == node[\"f3\"])\n", - "False" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "0fa4a2d1", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "All these operators act feature-wise, i.e. they perform index-feature-wise operations (for each feature in each index key). This implies that the input `EventSetNodes` must have the same number of features." - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "0352b9de", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "```python\n", - "node[[\"f1\", \"f2\"]] + node[\"f3\"]\n", - "Traceback (most recent call last):\n", - " ...\n", - "ValueError: The left and right arguments should have the same number of features. ...\n", - "```" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "8dd1d7f4", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "The input `EventSetNodes` must also have the same sampling and index." - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "00990d1e", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "```python\n", - "sampling_1 = tp.event_set(\n", - " timestamps=[0, 1],\n", - " features={\"f1\": [1, 2]},\n", - ")\n", - "sampling_2 = tp.event_set(\n", - " timestamps=[1, 2],\n", - " features={\"f1\": [3, 4]},\n", - ")\n", - "sampling_1.node() + sampling_2.node()\n", - "Traceback (most recent call last):\n", - " ...\n", - "ValueError: Arguments should have the same sampling. ...\n", - "```" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "217fa8f5", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "If you want to apply arithmetic operators on `EventSetNodes` with different samplings, take a look at\n", - "[Sampling](#sampling) section.\n", - "\n", - "If you want to apply them on `EventSetNodes` with different indexes, check the\n", - "[Vertical operators](#indexes-horizontal-and-vertical-operators) section.\n", - "\n", - "Operations involving scalars are applied index-feature-element-wise." - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "id": "58fe7d8e", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.170667Z", - "iopub.status.busy": "2023-07-12T19:18:48.170470Z", - "iopub.status.idle": "2023-07-12T19:18:48.174954Z", - "shell.execute_reply": "2023-07-12T19:18:48.174165Z" - }, - "lines_to_next_cell": 0 - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "indexes: []\n", - "features: [('f1', int64), ('f2', float64), ('f3', int64), ('f4', float64)]\n", - "events:\n", - " (2 events):\n", - " timestamps: [ 1. 10.]\n", - " 'f1': [ 0 10]\n", - " 'f2': [100. 200.]\n", - " 'f3': [1000 1000]\n", - " 'f4': [10000. 10000.]\n", - "memory usage: 0.9 kB\n", - "\n" - ] - } - ], - "source": [ - "node_scalar = node * 10\n", - "print(node_scalar.run(evset))" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "a229408c", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "## Sampling\n", - "\n", - "Arithmetic operators, such as `tp.add()`, require their input arguments to have the same timestamps and [Index](#indexes-horizontal-and-vertical-operators). The unique combination of timestamps and indexes is called a _sampling_.\n", - "\n", - "\n", - "\n", - "For example, if `EventSetNodes` `a` and `b` have different samplings, `a[\"feature_1\"] + b[\"feature_2\"]` will fail.\n", - "\n", - "To use arithmetic operators on `EventSets` with different samplings, one of the `EventSets` needs to be resampled to the sampling of the other `EventSet`. Resampling is done with the `tp.resample()` operator.\n", - "\n", - "The `tp.resample()` operator takes two `EventSets` called `input` and `sampling`, and returns the resampling of the features of `input` according to the timestamps of `sampling` according to the following rules:\n", - "\n", - "If a timestamp is present in `input` but not in `sampling`, the timestamp is dropped.\n", - "If a timestamp is present in both `input` and `sampling`, the timestamp is kept.\n", - "If a timestamp is present in `sampling` but not in `input`, a new timestamp is created using the feature values from the _closest anterior_ (not the closest, as that could induce future leakage) timestamp of `input`. This rule is especially useful for events that represent measurements (see [Events and `EventSets`](#events-and-eventsets)).\n", - "\n", - "**Note:** Features in `sampling` are ignored. This also happens in some other operators that take a `sampling` argument of type `EventSetNode` - it indicates that only the sampling (a.k.a. the indexes and timestamps) of that `EventSetNode` are being used by that operator.\n", - "\n", - "Given this example:" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "087b6fd6", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.177284Z", - "iopub.status.busy": "2023-07-12T19:18:48.177071Z", - "iopub.status.idle": "2023-07-12T19:18:48.183612Z", - "shell.execute_reply": "2023-07-12T19:18:48.182983Z" - }, - "lines_to_next_cell": 0 - }, - "outputs": [ - { - "data": { - "text/plain": [ - "indexes: []\n", - "features: [('x', float64)]\n", - "events:\n", - " (7 events):\n", - " timestamps: [ 0. 9. 10. 11. 19. 20. 21.]\n", - " 'x': [nan nan 1. 1. 1. 2. 2.]\n", - "memory usage: 0.6 kB" - ] - }, - "execution_count": 40, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "evset = tp.event_set(\n", - " timestamps=[10, 20, 30],\n", - " features={\n", - " \"x\": [1.0, 2.0, 3.0],\n", - " },\n", - ")\n", - "node = evset.node()\n", - "sampling_evset = tp.event_set(\n", - " timestamps=[0, 9, 10, 11, 19, 20, 21],\n", - ")\n", - "sampling_node = sampling_evset.node()\n", - "resampled = tp.resample(input=node, sampling=sampling_node)\n", - "resampled.run({node: evset, sampling_node: sampling_evset})" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "11496f59", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "The following would be the matching between the timestamps of `sampling` and `input`:\n", - "\n", - "| `sampling` timestamp | 0 | 9 | 10 | 11 | 19 | 20 | 21 |\n", - "| ---------------------------- | --- | --- | --- | --- | --- | --- | --- |\n", - "| matching `input` timestamp | - | - | 10 | 10 | 10 | 20 | 20 |\n", - "| matching `\"x\"` feature value | NaN | NaN | 1 | 1 | 1 | 2 | 2 |\n", - "\n", - "If `sampling` contains a timestamp anterior to any timestamp in the `input` (like 0 and 9 in the example above), the feature of the sampled event will be missing. The representation of a missing value depends on its dtype:\n", - "\n", - "float: `NaN`\n", - "integer: `0`\n", - "string: `\"\"`\n", - "\n", - "Back to the example of the `tp.add()` operator, `a` and `b` with different sampling can be added as follows:" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "id": "df3bbc7d", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.185880Z", - "iopub.status.busy": "2023-07-12T19:18:48.185684Z", - "iopub.status.idle": "2023-07-12T19:18:48.192155Z", - "shell.execute_reply": "2023-07-12T19:18:48.191382Z" - }, - "lines_to_next_cell": 0 - }, - "outputs": [ - { - "data": { - "text/plain": [ - "indexes: []\n", - "features: [('add_f1_f1', int64)]\n", - "events:\n", - " (3 events):\n", - " timestamps: [0. 1. 2.]\n", - " 'add_f1_f1': [10 25 34]\n", - "memory usage: 0.6 kB" - ] - }, - "execution_count": 41, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sampling_a = tp.event_set(\n", - " timestamps=[0, 1, 2],\n", - " features={\"f1\": [10, 20, 30]},\n", - ")\n", - "sampling_b = tp.event_set(\n", - " timestamps=[1, 2, 3],\n", - " features={\"f1\": [5, 4, 3]},\n", - ")\n", - "a = sampling_a.node()\n", - "b = sampling_b.node()\n", - "result = a + tp.resample(b, a)\n", - "result.run({a: sampling_a, b: sampling_b})" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "56313ff2", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "`tp.resample()` is critical to combine events from different, non-synchronized sources. For example, consider a system with two sensors, a thermometer for temperature and a manometer for pressure. The temperature sensor produces measurements every 1 to 10 minutes, while the pressure sensor returns measurements every second. Additionally assume that both sensors are not synchronized. Finally, assume that you need to combine the temperature and pressure measurements with the equation `temperature / pressure`.\n", - "\n", - "\n", - "\n", - "Since the temperature and pressure `EventSets` have different sampling, you will need to resample one of them. The pressure sensor has higher resolution. Therefore, resampling the temperature to the pressure yields higher resolution than resampling the pressure to the temperature.\n", - "\n", - "```python\n", - "r = tp.resample(termometer[\"temperature\"], manometer) / manometer[\"pressure\"]\n", - "```" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "ae131e37", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "When handling non-uniform timestamps it is also common to have a common resampling source.\n", - "\n", - "```python\n", - "sampling_source = # Uniform timestamps every 10 seconds.\n", - "r = tp.resample(termometer[\"temperature\"], sampling_source) / tp.resample(manometer[\"pressure\"], sampling_source)\n", - "```\n", - "\n", - "Moving window operators, such as the `tp.simple_moving_average()` or `tp.moving_count()` operators, have an optional `sampling` argument. For example, the signature of the simple moving average operator is `tp.simple_moving_average()(][temporian.simple_moving_average]input: EventSetNode, window_length: Duration, sampling: Optional[EventSetNode] = None)`. If `sampling`is not set, the result will maintain the sampling of the`input`argument. If`sampling`is set, the moving window will be sampled at each timestamp of`sampling` instead, and the result will have those new ones.\n", - "\n", - "```python\n", - "b = tp.simple_moving_average(input=a, window_length=10)\n", - "c = tp.simple_moving_average(input=a, window_length=10, sampling=d)\n", - "```\n", - "\n", - "Note that if planning to resample the result of a moving window operator, passing the `sampling` argument is both more efficient and more accurate than calling `tp.resample()` on the result.\n", - "\n", - "## Indexes, horizontal and vertical operators\n", - "\n", - "All operators presented so far work on a sequence of related events. For instance, the simple moving average operator computes the average of events within a specific time window. These types of operators are called _horizontal operators_.\n", - "\n", - "It is sometimes desirable for events in an `EventSet` not to interact with each other. For example, assume a dataset containing the sum of daily sales of a set of products. The objective is to compute the sum of weekly sales of each product independently. In this scenario, the weekly moving sum should be applied individually to each product. If not, you would compute the weekly sales of all the products together.\n", - "\n", - "To compute the weekly sales of individual products, you can define the `product` feature as the _index_." - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "54a71cae", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.194474Z", - "iopub.status.busy": "2023-07-12T19:18:48.194272Z", - "iopub.status.idle": "2023-07-12T19:18:48.199461Z", - "shell.execute_reply": "2023-07-12T19:18:48.198635Z" - }, - "lines_to_next_cell": 0 - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "indexes: [('product', int64)]\n", - "features: [('sale', float64)]\n", - "events:\n", - " product=1 (2 events):\n", - " timestamps: [1.5778e+09 1.5779e+09]\n", - " 'sale': [100. 90.]\n", - " product=2 (2 events):\n", - " timestamps: [1.5778e+09 1.5779e+09]\n", - " 'sale': [300. 400.]\n", - "memory usage: 0.9 kB\n", - "\n" - ] - } - ], - "source": [ - "daily_sales = tp.event_set(\n", - "\ttimestamps=[\"2020-01-01\", \"2020-01-01\", \"2020-01-02\", \"2020-01-02\"],\n", - "\tfeatures={\n", - " \"product\": [1, 2, 1, 2],\n", - " \"sale\": [100.0, 300.0, 90.0, 400.0],\n", - " },\n", - " indexes=[\"product\"]\n", - ")\n", - "print(daily_sales)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "40dacbb4", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "The moving sum operator will then be applied independently to the events corresponding to each product." - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "id": "2c87a680", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.201683Z", - "iopub.status.busy": "2023-07-12T19:18:48.201488Z", - "iopub.status.idle": "2023-07-12T19:18:48.207280Z", - "shell.execute_reply": "2023-07-12T19:18:48.206430Z" - }, - "lines_to_next_cell": 2 - }, - "outputs": [ - { - "data": { - "text/plain": [ - "indexes: [('product', int64)]\n", - "features: [('sale', float64)]\n", - "events:\n", - " product=1 (2 events):\n", - " timestamps: [1.5778e+09 1.5779e+09]\n", - " 'sale': [100. 190.]\n", - " product=2 (2 events):\n", - " timestamps: [1.5778e+09 1.5779e+09]\n", - " 'sale': [300. 700.]\n", - "memory usage: 0.9 kB" - ] - }, - "execution_count": 43, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "a = daily_sales.node()\n", - "\n", - "# Compute the moving sum of each index group (a.k.a. each product) individually.\n", - "b = tp.moving_sum(a, window_length=tp.duration.weeks(1))\n", - "\n", - "b.run({a: daily_sales})" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "e096897d", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "Horizontal operators can be understood as operators that are applied independently on each index.\n", - "\n", - "Operators that modify an `EventSetNode`'s indexes are called _vertical operators_. The most important vertical operators are:\n", - "\n", - "- `tp.add_index()`: Add features to the index.\n", - "- `tp.drop_index()`: Remove features from the index, optionally keeping them as features.\n", - "- `tp.set_index()`: Changes the index.\n", - "- `tp.propagate()`: Expand indexes based on another `EventSet`’s indexes.\n", - "\n", - "By default, `EventSets` are _flat_, which means they have no index, and therefore all events are in a single global group.\n", - "\n", - "Also, keep in mind that only string and integer features can be used as indexes.\n", - "\n", - "`EventSets` can have multiple features as index. In the next example, assume our daily sale aggregates are also annotated with `store` data." - ] - }, - { - "cell_type": "code", - "execution_count": 44, - "id": "8badbebf", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.209523Z", - "iopub.status.busy": "2023-07-12T19:18:48.209325Z", - "iopub.status.idle": "2023-07-12T19:18:48.213897Z", - "shell.execute_reply": "2023-07-12T19:18:48.213288Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "indexes: []\n", - "features: [('store', int64), ('product', int64), ('sale', float64)]\n", - "events:\n", - " (4 events):\n", - " timestamps: [1.5778e+09 1.5778e+09 1.5779e+09 1.5779e+09]\n", - " 'store': [1 1 1 2]\n", - " 'product': [1 2 1 2]\n", - " 'sale': [100. 200. 110. 300.]\n", - "memory usage: 0.9 kB\n", - "\n" - ] - } - ], - "source": [ - "daily_sales = tp.event_set(\n", - "\ttimestamps=[\"2020-01-01\", \"2020-01-01\", \"2020-01-02\", \"2020-01-02\"],\n", - "\tfeatures={\n", - " \"store\": [1, 1, 1, 2],\n", - " \"product\": [1, 2, 1, 2],\n", - " \"sale\": [100.0, 200.0, 110.0, 300.0],\n", - " },\n", - ")\n", - "print(daily_sales)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "69b3c03c", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "Since we haven't defined the `indexes` yet, `store` and `product` are just regular features above.\n", - "Let's add the `(product, store)` pair as the index." - ] - }, - { - "cell_type": "code", - "execution_count": 45, - "id": "479096c3", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.216113Z", - "iopub.status.busy": "2023-07-12T19:18:48.215923Z", - "iopub.status.idle": "2023-07-12T19:18:48.221603Z", - "shell.execute_reply": "2023-07-12T19:18:48.220925Z" - }, - "lines_to_next_cell": 2 - }, - "outputs": [ - { - "data": { - "text/plain": [ - "indexes: [('product', int64), ('store', int64)]\n", - "features: [('sale', float64)]\n", - "events:\n", - " product=1 store=1 (2 events):\n", - " timestamps: [1.5778e+09 1.5779e+09]\n", - " 'sale': [100. 110.]\n", - " product=2 store=1 (1 events):\n", - " timestamps: [1.5778e+09]\n", - " 'sale': [200.]\n", - " product=2 store=2 (1 events):\n", - " timestamps: [1.5779e+09]\n", - " 'sale': [300.]\n", - "memory usage: 1.2 kB" - ] - }, - "execution_count": 45, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "a = daily_sales.node()\n", - "b = tp.add_index(a, [\"product\", \"store\"])\n", - "b.run({a: daily_sales})" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "c2dc98f6", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "The `moving_sum` operator can be used to calculate the weekly sum of sales\n", - "for each `(product, store)` pair." - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "id": "4df0d8cf", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.224209Z", - "iopub.status.busy": "2023-07-12T19:18:48.223842Z", - "iopub.status.idle": "2023-07-12T19:18:48.230033Z", - "shell.execute_reply": "2023-07-12T19:18:48.229051Z" - }, - "lines_to_next_cell": 0 - }, - "outputs": [ - { - "data": { - "text/plain": [ - "indexes: [('product', int64), ('store', int64)]\n", - "features: [('sale', float64)]\n", - "events:\n", - " product=1 store=1 (2 events):\n", - " timestamps: [1.5778e+09 1.5779e+09]\n", - " 'sale': [100. 210.]\n", - " product=2 store=1 (1 events):\n", - " timestamps: [1.5778e+09]\n", - " 'sale': [200.]\n", - " product=2 store=2 (1 events):\n", - " timestamps: [1.5779e+09]\n", - " 'sale': [300.]\n", - "memory usage: 1.2 kB" - ] - }, - "execution_count": 46, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Weekly sales by product and store\n", - "c = tp.moving_sum(b[\"sale\"], window_length=tp.duration.weeks(1))\n", - "c.run({a: daily_sales})" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "2295d4ee", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "If we want the weekly sum of sales per `store`, we can just drop the `product` index." - ] - }, + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "id": "4e767688-0f90-47a7-baf0-b8042e282746", + "metadata": {}, + "source": [ + "# User Guide\n", + "\n", + "This is a complete tour of Temporian's capabilities. For a brief introduction to how the library works, please refer to [3 minutes to Temporian](./3_minutes).\n" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "d2b71b95-5268-46ca-98e3-83b473f9b518", + "metadata": {}, + "source": [ + "## What is temporal data?\n", + "\n", + "In Temporian, there is only one type of data: **multivariate multi-index time sequences** (MMITS). MMITS extends many commonly used data formats such as time-series and transactions to allow multi-variate data, non-uniform sampling, non-aligned sampling, and hierarchically-structured data. In that, MMITSs are particularly well suited to represent classical time-series, but also transactions, logs, sparse events, asynchronous measurements, and hierarchical records.\n", + "\n", + "" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "d64627bf", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "## Events and EventSets\n", + "\n", + "The unit of data in Temporian is referred to as an _event_. An event consists of a timestamp and a set of feature values.\n", + "\n", + "Here is an example of an event:\n", + "\n", + "```\n", + "timestamp: 2023-02-05\n", + "feature_1: 0.5\n", + "feature_2: \"red\"\n", + "feature_3: 10\n", + "```\n", + "\n", + "Events are not handled individually. Instead, events are grouped together into [EventSet][temporian.EventSet]s. When representing an `EventSet`, it is convenient to group similar features together and to sort them according to the timestamps in increasing order.\n", + "\n", + "Here is an example of an `EventSet` containing four events and three features:\n", + "\n", + "```\n", + "timestamp: [04-02-2023, 06-02-2023, 07-02-2023, 07-02-2023]\n", + "feature_1: [0.5, 0.6, NaN, 0.9]\n", + "feature_2: [\"red\", \"blue\", \"red\", \"blue\"]\n", + "feature_3: [10, -1, 5, 5]\n", + "```\n", + "\n", + "**Remarks:**\n", + "\n", + "- All values for a given feature are of the same data type. For instance, `feature_1` is float64 while `feature_2` is a string.\n", + "- Many operators interpret the value NaN (for _not a number_) as missing.\n", + "- Timestamps are not necessarily uniformly sampled.\n", + "- The same timestamp can be repeated.\n", + "- The events withing an EventSet are sampled synchronously. However, different EventSets might be sampled differently.\n", + "\n", + "In the next code examples, variables with names like `evset` refer to an `EventSet`.\n", + "\n", + "You can create an `EventSet` as follows:" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "1d23b4c0", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:54.721009Z", + "iopub.status.busy": "2023-07-24T15:00:54.720660Z", + "iopub.status.idle": "2023-07-24T15:00:56.481697Z", + "shell.execute_reply": "2023-07-24T15:00:56.481304Z" + } + }, + "outputs": [], + "source": [ + "import temporian as tp\n", + "import pandas as pd\n", + "import numpy as np\n", + "\n", + "evset = tp.event_set(\n", + "\ttimestamps=[\"2023-02-04\",\"2023-02-06\",\"2023-02-07\",\"2023-02-07\"],\n", + "\tfeatures={\n", + " \"feature_1\": [0.5, 0.6, np.nan, 0.9],\n", + " \"feature_2\": [\"red\", \"blue\", \"red\", \"blue\"],\n", + " \"feature_3\": [10, -1, 5, 5],\n", + "\t}\n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "3678cc72", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "`EventSets` can be printed." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "17c712f6", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:56.484302Z", + "iopub.status.busy": "2023-07-24T15:00:56.484095Z", + "iopub.status.idle": "2023-07-24T15:00:56.488534Z", + "shell.execute_reply": "2023-07-24T15:00:56.488197Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "indexes: []\n", + "features: [('feature_1', float64), ('feature_2', str_), ('feature_3', int64)]\n", + "events:\n", + " (4 events):\n", + " timestamps: [1.6755e+09 1.6756e+09 1.6757e+09 1.6757e+09]\n", + " 'feature_1': [0.5 0.6 nan 0.9]\n", + " 'feature_2': [b'red' b'blue' b'red' b'blue']\n", + " 'feature_3': [10 -1 5 5]\n", + "memory usage: 0.8 kB\n", + "\n" + ] + } + ], + "source": [ + "print(evset)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "a09dfdad", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "`EventSets` can be plotted." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e3f29b64", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:56.491002Z", + "iopub.status.busy": "2023-07-24T15:00:56.490848Z", + "iopub.status.idle": "2023-07-24T15:00:57.122544Z", + "shell.execute_reply": "2023-07-24T15:00:57.122043Z" + } + }, + "outputs": [ { - "cell_type": "code", - "execution_count": 47, - "id": "8d9448a2", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.232589Z", - "iopub.status.busy": "2023-07-12T19:18:48.232376Z", - "iopub.status.idle": "2023-07-12T19:18:48.239076Z", - "shell.execute_reply": "2023-07-12T19:18:48.238391Z" - }, - "lines_to_next_cell": 0 - }, - "outputs": [ - { - "data": { - "text/plain": [ - "indexes: [('store', int64)]\n", - "features: [('sale', float64)]\n", - "events:\n", - " store=1 (3 events):\n", - " timestamps: [1.5778e+09 1.5778e+09 1.5779e+09]\n", - " 'sale': [300. 300. 410.]\n", - " store=2 (1 events):\n", - " timestamps: [1.5779e+09]\n", - " 'sale': [300.]\n", - "memory usage: 0.9 kB" - ] - }, - "execution_count": 47, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Weekly sales by store (including all products)\n", - "d = tp.drop_index(b, \"product\")\n", - "e = tp.moving_sum(d[\"sale\"], window_length=tp.duration.weeks(1))\n", - "e.run({a: daily_sales})" + "data": { + "image/png": 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+ "text/plain": [ + "
" ] - }, + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "evset.plot()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "fe507137-0c0f-4533-a75d-008352a2566b", + "metadata": {}, + "source": [ + "\n", + "**Note:** You'll learn how to create an `EventSet` using other data sources such as pandas DataFrames later.\n", + "\n", + "Events can carry various meanings. For instance, events can represent **regular measurements**. Suppose an electronic thermometer that generates temperature measurements every minute. This could be an `EventSet` with one feature called `temperature`. In this scenario, the temperature can change between two measurements. However, for most practical uses, the most recent measurement will be considered the current temperature.\n", + "\n", + "\n", + "\n", + "Events can also represent the _occurrence_ of sporadic phenomena. Suppose a sales recording system that records client purchases. Each time a client makes a purchase (i.e., each transaction), a new event is created.\n", + "\n", + "\n", + "\n", + "You will see that Temporian is agnostic to the semantics of events, and that often, you will mix together measurements and occurrences. For instance, given the _occurrence_ of sales from the previous example, you can compute daily sales (which is a _measurement_).\n" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "e7a88b45-bef7-46ac-88b8-f376cc14ee88", + "metadata": {}, + "source": [ + "## Operators and eager mode\n", + "\n", + "Processing operations are performed by **Operators**. For instance, the `EventSet.simple_moving_average()` operator computes the [simple moving average](https://en.wikipedia.org/wiki/Moving_average) of each feature in an `EventSet`.\n", + "\n", + "The list of all operators is available in the [API Reference](../reference/)." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "f0c059c3-1412-47d5-8f21-8c034f16a551", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.125248Z", + "iopub.status.busy": "2023-07-24T15:00:57.125018Z", + "iopub.status.idle": "2023-07-24T15:00:57.312917Z", + "shell.execute_reply": "2023-07-24T15:00:57.312518Z" + } + }, + "outputs": [ { - "attachments": {}, - "cell_type": "markdown", - "id": "f67b3f0c", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "Finally, let's calculate the ratio of sales of each `(product, store)` pair compared to the whole `store` sales.\n", - "\n", - "Since `c` (weekly sales for each product and store) and `e` (weekly sales for each store) have different indexes, we cannot use `tp.divide` (or `/`) directly - we must first `propagate` `e` to the `[\"product\", \"store\"]` index." + "data": { + "image/png": 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", + "text/plain": [ + "
" ] - }, + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create an event set with a random walk\n", + "np.random.seed(1)\n", + "random_walk = np.cumsum(np.random.choice([-1.0, 0.0, 1.0], size=1000))\n", + "\n", + "evset = tp.event_set(\n", + "\ttimestamps=np.linspace(0,10, num=1000),\n", + "\tfeatures={\"value\": random_walk}\n", + ")\n", + "\n", + "# Compute a simple moving average\n", + "result = evset.simple_moving_average(window_length=1)\n", + "\n", + "# Plot the results\n", + "tp.plot([evset, result]) " + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "0dd8a9a5-19b4-4898-b5af-794dbd4ac1eb", + "metadata": {}, + "source": [ + "## Eager mode vs Graph mode\n", + "\n", + "Temporian has two execution modes: **eager** and **graph**. In eager mode, operators are applied immediately. This mode is useful for learning Temporian, for iterative and interactive development, and for lightweight/small data use cases where performance isn't a priority.\n", + "\n", + "In graph mode, operators are combined together into \"Temporian programs\" before being executed. Graph mode is more efficient and it consumes less memory. Temporian programs can be saved, inspected, and distributed by users.\n", + "\n", + "Migrating a Temporian program from eager to graph mode is easy and requires little work. Most of the time, adding a `@tp.compile` annotation is enough. Therefore, it is recommended to develop programs in eager mode and then to productize them in graph mode.\n", + "\n", + "Next, we see a the same program written three times: First, in eager mode, then in graph mode using `@tp.compile`, and finally in graph mode without `@tp.compile`." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d5405837-c801-40e9-8b41-4d4dc901d429", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.315244Z", + "iopub.status.busy": "2023-07-24T15:00:57.315083Z", + "iopub.status.idle": "2023-07-24T15:00:57.417894Z", + "shell.execute_reply": "2023-07-24T15:00:57.417481Z" + } + }, + "outputs": [ { - "cell_type": "code", - "execution_count": 48, - "id": "4e12a9e0", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.241327Z", - "iopub.status.busy": "2023-07-12T19:18:48.241136Z", - "iopub.status.idle": "2023-07-12T19:18:48.247622Z", - "shell.execute_reply": "2023-07-12T19:18:48.246940Z" - }, - "lines_to_next_cell": 0 - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "indexes: [('product', int64), ('store', int64)]\n", - "features: [('div_sale_sale', float64)]\n", - "events:\n", - " product=1 store=1 (2 events):\n", - " timestamps: [1.5778e+09 1.5779e+09]\n", - " 'div_sale_sale': [0.3333 0.5122]\n", - " product=2 store=1 (1 events):\n", - " timestamps: [1.5778e+09]\n", - " 'div_sale_sale': [0.6667]\n", - " product=2 store=2 (1 events):\n", - " timestamps: [1.5779e+09]\n", - " 'div_sale_sale': [1.]\n", - "memory usage: 1.2 kB\n", - "\n" - ] - } - ], - "source": [ - "# Copy the content of e (indexed by (store)) into each (store, product).\n", - "f = c / tp.propagate(e, sampling=c, resample=True)\n", - "\n", - "# Equivalent.\n", - "f = c / tp.resample(\n", - " tp.propagate(e, sampling=c),\n", - " sampling=c,\n", - ")\n", - "print(f.run({a: daily_sales}))" + "data": { + "image/png": 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", + "text/plain": [ + "
" ] - }, + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Eager mode\n", + "#\n", + "# Note: This Temporian program contains three operators: two \"simple_moving_average\" and one \"tp.substract\" operators.\n", + "result = evset.simple_moving_average(window_length=0.5) - evset.simple_moving_average(window_length=1.0)\n", + "result.plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "9c854408-0804-4435-8d44-f521ef1b379e", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.420139Z", + "iopub.status.busy": "2023-07-24T15:00:57.419972Z", + "iopub.status.idle": "2023-07-24T15:00:57.522730Z", + "shell.execute_reply": "2023-07-24T15:00:57.522286Z" + } + }, + "outputs": [ { - "attachments": {}, - "cell_type": "markdown", - "id": "e73da62c", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "The `tp.propagate()` operator expands the indexes of its `input` (`e` in this case) to match the indexes of its `sampling` by copying the content of `input` into each corresponding index group of `sampling`. Note that `sampling`'s indexes must be a superset of `input`'s indexes.\n", - "\n", - "## Future leakage\n", - "\n", - "In supervised learning, [leakage]() is the use of data not available at serving time by a machine learning model. A common example of leakage is _label leakage_, which involves the invalid use of labels in the model input features. Leakage tends to bias model evaluation by making it appear much better than it is in reality. Unfortunately, leakage is often subtle, easy to inject, and challenging to detect.\n", - "\n", - "Another type of leakage is future leakage, where a model uses data before it is available. Future leakage is particularly easy to create, as all feature data is ultimately available to the model, the problem being it being accessed at the wrong time.\n", - "\n", - "To avoid future leakage, Temporian operators are guaranteed to not cause future leakage, except for the `tp.leak()` operator. This means that it is impossible to inadvertently add future leakage to a Temporian program.\n", - "\n", - "`tp.leak()` can be useful for precomputing labels or evaluating machine learning models. However, its outputs shouldn’t be used as input features." + "data": { + "image/png": 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", + "text/plain": [ + "
" ] - }, + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Graph mode with @tp.compile\n", + "\n", + "@tp.compile\n", + "def my_function(x):\n", + " return x.simple_moving_average(window_length=0.5) - x.simple_moving_average(window_length=1.0)\n", + "\n", + "result = my_function(evset)\n", + " \n", + "result.plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "e4aa008f-aa8e-486f-a96c-854fb5b2bd83", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.525125Z", + "iopub.status.busy": "2023-07-24T15:00:57.524948Z", + "iopub.status.idle": "2023-07-24T15:00:57.629039Z", + "shell.execute_reply": "2023-07-24T15:00:57.628643Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Build schedule\n", + "Run 3 operators\n", + " 1 / 3: SIMPLE_MOVING_AVERAGE [0.00008 s]\n", + " 2 / 3: SIMPLE_MOVING_AVERAGE [0.00003 s]\n", + " 3 / 3: SUBTRACTION [0.00013 s]\n", + "Execution in 0.00049 s\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Graph model without @tp.compile\n", + "\n", + "input_node = tp.input_node([(\"value\", tp.float64)])\n", + "# Or input_node = tp.input_node(evset.schema.features)\n", + "\n", + "result_node = input_node.simple_moving_average(window_length=0.5) - input_node.simple_moving_average(window_length=1.0)\n", + "result = tp.run(result_node, {input_node: evset}, verbose=1)\n", + " \n", + "result.plot()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "a6a5a017-9dbe-4782-bc73-9b278ec622b0", + "metadata": {}, + "source": [ + "## More on graph mode\n", + "\n", + "**Remark:** While you will likely use the graph mode with `@tp.compile` , it is useful for you to understand the graph model without `@tp.compile`.\n", + "\n", + "A Temporian program is a graph of [EventSetNode][temporian.EventSetNodes]s connecting operators. A graph is executed with the function `tp.run(, )`.\n", + "\n", + "\"eager\n", + "\n", + "The `` can be specified as an `EventSetNode`, a list of `EventSetNodes`, or a dictionary of names to `EventSetNodes`, and the result of `tp.run()` will be of the same type. For example, if `` is a list of three `EventSetNodes`, the result will be a list of the three corresponding `EventSets`.\n", + "\n", + "The `` can be specified as:\n", + "\n", + "- A dictionary of `EventSetNodes` to `EventSets`, or \n", + "- A dictionary of names to `EventSets`, or,\n", + "- A list of `EventSets`, or\n", + "- A single `EventSet`\n", + "\n", + "This lets Temporian know the `EventSetNodes` of the graph that each input `EventSet` corresponds to. If `` is a dictionary of names to `EventSets`, the names must match the names of `EventSetNodes` in the graph. If `` is a list or a single `EventSet`, the names of those `EventSets` must do the same. If we specify the inputs as a dictionary, we could skip passing a name to `a_evset`." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "dd4142a0-df47-4ca3-aafe-7a105b4f2deb", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.631693Z", + "iopub.status.busy": "2023-07-24T15:00:57.631532Z", + "iopub.status.idle": "2023-07-24T15:00:57.636094Z", + "shell.execute_reply": "2023-07-24T15:00:57.635717Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[indexes: []\n", + "features: [('value', float64)]\n", + "events:\n", + " (1000 events):\n", + " timestamps: [ 0. 0.01 0.02 ... 9.98 9.99 10. ]\n", + " 'value': [ 0. -0.5 -1. ... 3.74 3.76 3.76]\n", + "memory usage: 8.5 kB\n", + ", indexes: []\n", + "features: [('value', float64)]\n", + "events:\n", + " (1000 events):\n", + " timestamps: [ 0. 0.01 0.02 ... 9.98 9.99 10. ]\n", + " 'value': [ 0. -0.5 -1. ... 1.04 1.09 1.14]\n", + "memory usage: 8.5 kB\n", + ", indexes: []\n", + "features: [('sub_value_value', float64)]\n", + "events:\n", + " (1000 events):\n", + " timestamps: [ 0. 0.01 0.02 ... 9.98 9.99 10. ]\n", + " 'sub_value_value': [0. 0. 0. ... 2.7 2.67 2.62]\n", + "memory usage: 8.5 kB\n", + "]\n" + ] + } + ], + "source": [ + "input_node = tp.input_node([(\"value\", tp.float64)])\n", + "result_1_node = input_node.simple_moving_average(window_length=0.5)\n", + "result_2_node = input_node.simple_moving_average(window_length=1.0)\n", + "result_3_node = result_1_node - result_2_node\n", + "\n", + "result = tp.run([result_1_node,result_2_node, result_3_node], {input_node: evset})\n", + " \n", + "print(result)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "32dd49a8-8847-4df1-be17-b844b92f4211", + "metadata": {}, + "source": [ + "**Remarks:**\n", + "\n", + "- It's important to distinguish between a `tp.EventSet`, such as `evset`, that contains data, and a `tp.EventSetNode`, like `input_node`, that connect operators together and compose the computation graph, but do not contain data.\n", + "- No computation is performed when defining the graph (i.e., when calling the operator functions). All computation is done during `tp.run()`.\n", + "- In `tp.run()`, the second argument defines a mapping between input `EventSetNodes` and `EventSets`. If all necessary input `EventSetNodes` are not fed, an error will be raised.\n", + "- In most cases you will only pass `EventSets` that correspond to the graph's input `EventSetNodes`, but Temporian also supports passing `EventSets` to intermediate `EventSetNodes` in the graph." + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "c7e808b2-4091-447a-a6a5-66fcf5f037a9", + "metadata": {}, + "source": [ + "The `@tp.compile` annotation takes a function inputing and outputing `tp.EventSetNode`, and automatically calls `tp.run` on the result of the function if a `tp.EventSet` is provided as input." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "b0b0220b-9869-454c-8f3b-afeabaca06bc", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.638508Z", + "iopub.status.busy": "2023-07-24T15:00:57.638232Z", + "iopub.status.idle": "2023-07-24T15:00:57.642016Z", + "shell.execute_reply": "2023-07-24T15:00:57.641623Z" + } + }, + "outputs": [], + "source": [ + "@tp.compile\n", + "def my_function(x : tp.EventSetOrNode) -> tp.EventSetOrNode:\n", + " return x.simple_moving_average(window_length=0.5)\n", + "\n", + "# Feeding an EventSet\n", + "input_evset = tp.event_set(timestamps=[1, 2, 3],features={\"value\": [5., 6., 7.]})\n", + "assert isinstance(my_function(input_evset), tp.EventSet)\n", + "\n", + "# Feeding an EventSetNode\n", + "input_node = tp.input_node([(\"value\", tp.float64)])\n", + "assert isinstance(my_function(input_node), tp.EventSetNode)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "c0f02853-718f-4c9e-8945-b25e74b548ae", + "metadata": {}, + "source": [ + "Importantly, variables in a `tp.compile` function are `EventSetNode` and not `EventSet`. Therefore, you cannot directly access the event set data.\n", + "\n", + "In addition, the compiled function execution first generates the graph. The graph is then executed. In the next example, the compiled function generates a graph with 10 operators." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "945d8f39-18ad-44df-a4d2-9d8986e7825b", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.644118Z", + "iopub.status.busy": "2023-07-24T15:00:57.643976Z", + "iopub.status.idle": "2023-07-24T15:00:57.646561Z", + "shell.execute_reply": "2023-07-24T15:00:57.646187Z" + } + }, + "outputs": [], + "source": [ + "@tp.compile\n", + "def my_function(x : tp.EventSetNode) -> tp.EventSetNode:\n", + " for i in range(10):\n", + " x = x.simple_moving_average(window_length=i+1)\n", + " return x" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "4c46c4ee-a8ff-4b9b-9ced-acbee202d0a3", + "metadata": {}, + "source": [ + "You can create a compiled function with a `if`. However, the condition of the `if` cannot depend on the EventSet data." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "941a5fc4-edfc-4fba-8bc8-22f3a7387e91", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.648616Z", + "iopub.status.busy": "2023-07-24T15:00:57.648475Z", + "iopub.status.idle": "2023-07-24T15:00:57.651921Z", + "shell.execute_reply": "2023-07-24T15:00:57.651456Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[('a_branch', float64)]\n", + "[('non_a_branch', float64)]\n" + ] + } + ], + "source": [ + "@tp.compile\n", + "def my_function(x : tp.EventSetOrNode, a:bool) -> tp.EventSetOrNode:\n", + " if a:\n", + " return x.rename(\"a_branch\")\n", + " else:\n", + " return x.rename(\"non_a_branch\")\n", + "\n", + "print(my_function(input_evset, a=True).schema.features)\n", + "\n", + "print(my_function(input_evset, a=False).schema.features)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "3bf624e6-6b1c-4806-8024-8beebd30fc0b", + "metadata": {}, + "source": [ + "If you want to create a program conditional on EventSet data, you can use `EventSet.filter()`." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "a9ab68f3-91a6-445e-99c2-7f2379185f21", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.654090Z", + "iopub.status.busy": "2023-07-24T15:00:57.653930Z", + "iopub.status.idle": "2023-07-24T15:00:57.658773Z", + "shell.execute_reply": "2023-07-24T15:00:57.658419Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "indexes: []\n", + "features: [('value', int64)]\n", + "events:\n", + " (2 events):\n", + " timestamps: [1. 2.]\n", + " 'value': [10 11]\n", + "memory usage: 0.5 kB" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "@tp.compile\n", + "def my_function(x : tp.EventSetOrNode) -> tp.EventSetOrNode:\n", + " return x[\"value\"].filter(x[\"condition\"])\n", + "\n", + "my_function(tp.event_set(\n", + "\ttimestamps=[1,2,3],\n", + "\tfeatures={\n", + " \"value\": [10, 11, 12],\n", + " \"condition\":[True, True, False]}\n", + "))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "c7ef8b32-a08d-46e2-aa8e-5cad3d5421e0", + "metadata": {}, + "source": [ + "To simplify its usage when the graph contains a single output `EventSetNode`, `node.run(...)` is equivalent to `tp.run(node, ...)`." + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "afa9c5d2-1efe-440d-bf45-366c0b389b5a", + "metadata": {}, + "source": [ + "\n", + "\n", + "\n", + "**Warning:** It is more efficient to run multiple output `EventSetNodes` together with `tp.run()` than to run them separately with `node_1.run(...)`, `node_2.run(...)`, etc." + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "d78f320b", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "Previously, we defined the input of the graph with `tp.input_node()`. This way of listing features manually and their respective data type is cumbersome.\n", + "\n", + "If an `EventSet` is available (i.e., data is available) this step can be changed to use `evset.node()` instead, which will return an `EventSetNode` that is compatible with it. This is especially useful when creating `EventSets` from existing data, such as pandas DataFrames or CSV files." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "d4fc33b0", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.661104Z", + "iopub.status.busy": "2023-07-24T15:00:57.660955Z", + "iopub.status.idle": "2023-07-24T15:00:57.664631Z", + "shell.execute_reply": "2023-07-24T15:00:57.664234Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [], + "source": [ + "# Define an EventSet.\n", + "a_evset = tp.event_set(\n", + "\ttimestamps=[0, 1, 2],\n", + "\tfeatures={\n", + " \"feature_1\": [1.0, 2.0, 3.0],\n", + " \"feature_2\": [\"hello\", \"little\", \"dog\"],\n", + " \"feature_3\": [\"A\", \"A\", \"B\"],\n", + "\t}\n", + ")\n", + "\n", + "# The following three statements are (almost) equivalent.\n", + "a_node = tp.input_node(\n", + " features=[\n", + " (\"feature_1\", tp.float64),\n", + " (\"feature_2\", tp.str_),\n", + " ],\n", + " indexes=[(\"feature_3\", tp.str_)])\n", + "\n", + "a_node = tp.input_node(\n", + " features=a_evset.schema.features,\n", + " indexes=a_evset.schema.indexes\n", + ")\n", + " \n", + "a_node = a_evset.node()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "b73d3011", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "## Time units\n", + "\n", + "In Temporian, times are always represented by a float64 value. Users have the freedom to choose the semantic to this value. For example, the time can be the number of nanoseconds since the start of the day, the number of cycles of a process, the number of years since the big bang, or the number of seconds since January 1, 1970, at 00:00:00 UTC, also known as Unix or POSIX time.\n", + "\n", + "To ease the feature engineering of dates, Temporian contains a set of _calendar operators_. These operators specialize in creating features from dates and datetimes. For instance, the `EventSet.calendar_hour()` operator returns the hour of the date in the range `0-23`.\n", + "\n", + "Calendar operators require the time in their inputs to be Unix time, so applying them on non-Unix timestamps will raise errors. Temporian can sometimes automatically recognize if input timestamps correspond to Unix time (e.g. when an `EventSet` is created from a pandas DataFrame with a datetime column, or when passing a list of datetime objects as timestamps in `EventSet`'s constructor). If creating `EventSets` manually and passing floats directly to `timestamps`, you need to explicitly specify whether they correspond to Unix times or not via the `is_unix_timestamp` argument." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "92ec9711", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.666655Z", + "iopub.status.busy": "2023-07-24T15:00:57.666536Z", + "iopub.status.idle": "2023-07-24T15:00:57.679313Z", + "shell.execute_reply": "2023-07-24T15:00:57.678950Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [ + { + "data": { + "text/plain": [ + "indexes: []\n", + "features: [('feature_1', int64), ('feature_2', str_), ('calendar_day_of_week', int32)]\n", + "events:\n", + " (3 events):\n", + " timestamps: [1.6787e+09 1.6788e+09 1.6790e+09]\n", + " 'feature_1': [1 2 3]\n", + " 'feature_2': [b'a' b'b' b'c']\n", + " 'calendar_day_of_week': [0 1 4]\n", + "memory usage: 0.8 kB" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a_evset = tp.event_set(\n", + " timestamps=[\n", + " pd.to_datetime(\"Monday Mar 13 12:00:00 2023\", utc=True),\n", + " pd.to_datetime(\"Tuesday Mar 14 12:00:00 2023\", utc=True),\n", + " pd.to_datetime(\"Friday Mar 17 00:00:01 2023\", utc=True),\n", + " ],\n", + " features={\n", + " \"feature_1\": [1, 2, 3],\n", + " \"feature_2\": [\"a\", \"b\", \"c\"],\n", + " },\n", + ")\n", + "a_node = a_evset.node()\n", + "b_node = tp.glue(a_node, a_node.calendar_day_of_week())\n", + "b_node.run(a_evset)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "7380c9c7", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "Temporian accepts time inputs in various formats, including integer, float, Python date or datetime, NumPy datetime, and pandas datetime. Date and datetime objects are internally converted to floats as Unix time in seconds, compatible with the calendar operators.\n", + "\n", + "Operators can take _durations_ as input arguments. For example, the simple moving average operator takes a `window_length` argument. Temporian exposes several utility functions to help creating those duration arguments when using Unix timestamps:" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "508c3f0c", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.681429Z", + "iopub.status.busy": "2023-07-24T15:00:57.681281Z", + "iopub.status.idle": "2023-07-24T15:00:57.684114Z", + "shell.execute_reply": "2023-07-24T15:00:57.683752Z" + } + }, + "outputs": [], + "source": [ + "a = tp.input_node(features=[(\"feature_1\", tp.float64)])\n", + "\n", + "# Define a 1-day moving average.\n", + "b = a.simple_moving_average(window_length=tp.duration.days(1))\n", + "\n", + "# Equivalent.\n", + "b = a.simple_moving_average(window_length=24 * 60 * 60)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "6c99993c", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "## Plotting\n", + "\n", + "Data visualization is crucial for gaining insights into data and the system it represents. It also helps in detecting unexpected behavior and issues, making debugging and iterative development easier.\n", + "\n", + "Temporian provides two plotting functions for data visualization: `evset.plot()` and `tp.plot()`.\n", + "\n", + "The `evset.plot()` function is shorter to write and is used for displaying a single `EventSet`, while the `tp.plot()` function is used for displaying multiple `EventSets` together. This function is particularly useful when `EventSets` are indexed (see [Index, horizontal and vertical operators](#indexes-horizontal-and-vertical-operators)) or have different samplings (see [Sampling](#sampling)).\n", + "\n", + "Here's an example of using the `evset.plot()` function:" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "cbf42f42", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.686202Z", + "iopub.status.busy": "2023-07-24T15:00:57.685957Z", + "iopub.status.idle": "2023-07-24T15:00:57.884670Z", + "shell.execute_reply": "2023-07-24T15:00:57.884262Z" + } + }, + "outputs": [ { - "cell_type": "code", - "execution_count": 49, - "id": "c07453fa", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.249853Z", - "iopub.status.busy": "2023-07-12T19:18:48.249662Z", - "iopub.status.idle": "2023-07-12T19:18:48.254208Z", - "shell.execute_reply": "2023-07-12T19:18:48.253485Z" - } - }, - "outputs": [], - "source": [ - "a = tp.input_node(features=[(\"feature_1\", tp.float32)])\n", - "b = tp.moving_count(a, 1)\n", - "c = tp.moving_count(tp.leak(b, 1), 2)" + "data": { + "image/png": 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", + "text/plain": [ + "
" ] - }, + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "evset = tp.event_set(\n", + "\ttimestamps=[1, 2, 3, 4, 5],\n", + "\tfeatures={\n", + " \"feature_1\": [0.5, 0.6, 0.4, 0.4, 0.9],\n", + " \"feature_2\": [\"red\", \"blue\", \"red\", \"blue\", \"green\"]\n", + " }\n", + ")\n", + "evset.plot()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "39dc9a92", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "By default, the plotting style is selected automatically based on the data.\n", + "\n", + "For example, uniformly sampled numerical features (i.e., time series) are plotted with a continuous line, while non-uniformly sampled values are plotted with markers. Those and other behaviors can be controlled via the function's arguments.\n", + "\n", + "Here's an example of using the `evset.plot()` function with options:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "82552e04", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:57.887017Z", + "iopub.status.busy": "2023-07-24T15:00:57.886848Z", + "iopub.status.idle": "2023-07-24T15:00:58.113203Z", + "shell.execute_reply": "2023-07-24T15:00:58.112793Z" + } + }, + "outputs": [ { - "attachments": {}, - "cell_type": "markdown", - "id": "8d973547", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "In this example, `b` does not have a future leak, but `c` does because it depends on `tp.leak()`.\n", - "\n", - "\n", - "\n", - "## Accessing `EventSet` data\n", - "\n", - "`EventSet` data can be accessed using their `data` attribute. Temporian internally relies on NumPy, which means that the data access functions always return NumPy arrays." + "data": { + "image/png": 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", + "text/plain": [ + "
" ] - }, + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "figure = evset.plot(\n", + " style=\"marker\",\n", + " width_px=400,\n", + " min_time=2,\n", + " max_time=10,\n", + " return_fig=True,\n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "37bd0475", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "The plots are static images by default. However, interactive plotting can be very powerful. To enable interactive plotting, use `interactive=True`. Note that interactive plotting requires the `bokeh` Python library to be installed." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "37feddd0", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:00:58.115589Z", + "iopub.status.busy": "2023-07-24T15:00:58.115426Z", + "iopub.status.idle": "2023-07-24T15:01:00.005021Z", + "shell.execute_reply": "2023-07-24T15:01:00.004601Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.1.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.2.1\u001b[0m\r\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\r\n" + ] + }, + { + "data": { + "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n // Clean up Bokeh references\n if (id != null && id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim();\n if (id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(null);\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.1.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.1.1.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(null)).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", + "application/vnd.bokehjs_load.v0+json": "" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": "(function(root) {\n function embed_document(root) {\n const docs_json = {\"e6067768-ffa2-4441-a891-38a24bdd414a\":{\"version\":\"3.1.1\",\"title\":\"Bokeh 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const render_items = [{\"docid\":\"e6067768-ffa2-4441-a891-38a24bdd414a\",\"roots\":{\"p1165\":\"bab8f4b2-aab9-4bc4-89d1-3424677589fa\"},\"root_ids\":[\"p1165\"]}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", + "application/vnd.bokehjs_exec.v0+json": "" + }, + "metadata": { + "application/vnd.bokehjs_exec.v0+json": { + "id": "p1165" + } + }, + "output_type": "display_data" + } + ], + "source": [ + "!pip install bokeh -q\n", + "\n", + "evset.plot(interactive=True)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "cf4d0c27", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "## Feature naming\n", + "\n", + "Each feature is identified by a name, and the list of features is available through the `features` property of an `EventSetNode`." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "38ff0e20", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.007393Z", + "iopub.status.busy": "2023-07-24T15:01:00.007171Z", + "iopub.status.idle": "2023-07-24T15:01:00.010463Z", + "shell.execute_reply": "2023-07-24T15:01:00.010135Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[('feature_1', float64), ('feature_2', float64)]\n" + ] + } + ], + "source": [ + "events = tp.event_set(\n", + "\ttimestamps=[1,2,3,4,5],\n", + "\tfeatures={\n", + "\t \"feature_1\": [0.5, 0.6, 0.4, 0.4, 0.9],\n", + "\t \"feature_2\": [1.0, 2.0, 3.0, 2.0, 1.0]}\n", + " )\n", + "node = events.node()\n", + "print(node.features)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "2cd29020", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "Most operators do not change the input feature's names." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "838449d4", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.012599Z", + "iopub.status.busy": "2023-07-24T15:01:00.012475Z", + "iopub.status.idle": "2023-07-24T15:01:00.015736Z", + "shell.execute_reply": "2023-07-24T15:01:00.015395Z" + } + }, + "outputs": [ { - "cell_type": "code", - "execution_count": 50, - "id": "7da63117", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.256575Z", - "iopub.status.busy": "2023-07-12T19:18:48.256359Z", - "iopub.status.idle": "2023-07-12T19:18:48.261633Z", - "shell.execute_reply": "2023-07-12T19:18:48.260922Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "IndexData(features=[array([0.1, 0.2, 0.3])], timestamps=array([1., 2., 3.]))" - ] - }, - "execution_count": 50, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "evset = tp.event_set(\n", - "\ttimestamps=[1, 2, 3, 5, 6],\n", - "\tfeatures={\n", - " \"f1\": [0.1, 0.2, 0.3, 1.1, 1.2],\n", - " \"f2\": [\"red\", \"red\", \"red\", \"blue\", \"blue\"],\n", - "\t},\n", - "\tindexes=[\"f2\"],\n", - ")\n", - "\n", - "# Access the data for the index group `f2=red`.\n", - "evset.get_index_value((\"red\",))" + "data": { + "text/plain": [ + "[('feature_1', float64), ('feature_2', float64)]" ] - }, + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "node.moving_sum(window_length=10).features" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "b70cc298", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "Some operators combine two input features with different names, in which case the output name is also combined." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "b10fdec3", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.017898Z", + "iopub.status.busy": "2023-07-24T15:01:00.017753Z", + "iopub.status.idle": "2023-07-24T15:01:00.021061Z", + "shell.execute_reply": "2023-07-24T15:01:00.020666Z" + } + }, + "outputs": [ { - "attachments": {}, - "cell_type": "markdown", - "id": "eddfa88e", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "\n", - "\n", - "## Import and export data\n", - "\n", - "`EventSets` can be read from and saved to csv files via the `tp.from_csv()` and `tp.to_csv()` functions.\n", - "\n", - "# Read EventSet from a .csv file.\n", - "\n", - "```python\n", - "evset = tp.from_csv(\n", - " path=\"path/to/file.csv\",\n", - " timestamps=\"timestamp\",\n", - " indexes=[\"product_id\"],\n", - ")\n", - "\n", - "# Save EventSet to a .csv file.\n", - "tp.to_csv(evset, path=\"path/to/file.csv\")\n", - "```\n", - "\n", - "Converting `EventSet` data to and from pandas DataFrames is also easily done via `tp.to_pandas()` and `tp.from_pandas()`." + "data": { + "text/plain": [ + "[('mult_feature_1_feature_2', float64)]" ] - }, + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "result = node[\"feature_1\"] * node[\"feature_2\"]\n", + "result.features" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "87731369", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "The calendar operators don't depend on input features but on the timestamps, so the output feature name doesn't\n", + "relate to the input feature names." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "4182d3f8", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.023467Z", + "iopub.status.busy": "2023-07-24T15:01:00.023325Z", + "iopub.status.idle": "2023-07-24T15:01:00.026531Z", + "shell.execute_reply": "2023-07-24T15:01:00.026132Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[('calendar_month', int32)]\n" + ] + } + ], + "source": [ + "date_events = tp.event_set(\n", + "\ttimestamps=[\"2020-02-15\", \"2020-06-20\"],\n", + "\tfeatures={\"some_feature\": [10, 20]}\n", + " )\n", + "date_node = date_events.node()\n", + "print(date_node.calendar_month().features)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "61127d7f", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "You can modify feature names using the `EventSet.rename()` and `EventSet.prefix()` operators. `EventSet.rename()` changes the name of features, while `EventSet.prefix()` adds a prefix in front of existing feature names. Note that they do not modify the content of the input `EventSet`, but return a new one with the modified feature names." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "bc36bc1f", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.029017Z", + "iopub.status.busy": "2023-07-24T15:01:00.028848Z", + "iopub.status.idle": "2023-07-24T15:01:00.031960Z", + "shell.execute_reply": "2023-07-24T15:01:00.031429Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[('renamed_1', float64)]\n" + ] + } + ], + "source": [ + "# Rename a single feature.\n", + "renamed_f1 = node[\"feature_1\"].rename(\"renamed_1\")\n", + "print(renamed_f1.features)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "a44f6e7a", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.042574Z", + "iopub.status.busy": "2023-07-24T15:01:00.042259Z", + "iopub.status.idle": "2023-07-24T15:01:00.045691Z", + "shell.execute_reply": "2023-07-24T15:01:00.044933Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[('renamed_1', float64), ('renamed_2', float64)]\n" + ] + } + ], + "source": [ + "# Rename all features.\n", + "renamed_node = node.rename(\n", + " {\"feature_1\": \"renamed_1\", \"feature_2\": \"renamed_2\"}\n", + ")\n", + "print(renamed_node.features)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "af6103fc", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.048841Z", + "iopub.status.busy": "2023-07-24T15:01:00.048430Z", + "iopub.status.idle": "2023-07-24T15:01:00.051757Z", + "shell.execute_reply": "2023-07-24T15:01:00.051319Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[('prefixed.feature_1', float64)]\n" + ] + } + ], + "source": [ + "# Prefix a single feature.\n", + "prefixed_f1 = node[\"feature_1\"].prefix(\"prefixed.\")\n", + "print(prefixed_f1.features)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "3126cbed", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.053697Z", + "iopub.status.busy": "2023-07-24T15:01:00.053582Z", + "iopub.status.idle": "2023-07-24T15:01:00.056089Z", + "shell.execute_reply": "2023-07-24T15:01:00.055703Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[('prefixed.feature_1', float64), ('prefixed.feature_2', float64)]\n" + ] + } + ], + "source": [ + "# Prefix all features.\n", + "prefixed_node = node.prefix(\"prefixed.\")\n", + "print(prefixed_node.features)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "085e79c3", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "It is recommended to use `EventSet.rename()` and `EventSet.prefix()` to organize your data, and avoid duplicated feature names." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "852abbdd", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.058375Z", + "iopub.status.busy": "2023-07-24T15:01:00.058188Z", + "iopub.status.idle": "2023-07-24T15:01:00.061323Z", + "shell.execute_reply": "2023-07-24T15:01:00.060844Z" + } + }, + "outputs": [], + "source": [ + "sma_7_node = node.simple_moving_average(tp.duration.days(7)).prefix(\"sma_7.\")\n", + "sma_14_node = node.simple_moving_average(tp.duration.days(14)).prefix(\"sma_14.\")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "ac25eb4a", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "The `tp.glue()` operator can be used to concatenate different features into a single `EventSetNode`, but it will fail if two features with the same name are provided. The following pattern is commonly used in Temporian programs." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "f7d85e33", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.063510Z", + "iopub.status.busy": "2023-07-24T15:01:00.063393Z", + "iopub.status.idle": "2023-07-24T15:01:00.067035Z", + "shell.execute_reply": "2023-07-24T15:01:00.066516Z" + } + }, + "outputs": [], + "source": [ + "result = tp.glue(\n", + " node.simple_moving_average(tp.duration.days(7)).prefix(\"sma_7.\"),\n", + " node.simple_moving_average(tp.duration.days(14)).prefix(\"sma_14.\"),\n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "749df3cc", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "## Casting\n", + "\n", + "Temporian is strict on feature data types (also called dtype). This means that often, you cannot perform operations between features of different types. For example, you cannot subtract a `tp.float32` and a `tp.float64`. Instead, you must manually cast the features to the same type before performing the operation." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "e1276be1", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.069531Z", + "iopub.status.busy": "2023-07-24T15:01:00.069387Z", + "iopub.status.idle": "2023-07-24T15:01:00.072411Z", + "shell.execute_reply": "2023-07-24T15:01:00.071968Z" + } + }, + "outputs": [], + "source": [ + "node = tp.input_node(features=[(\"f1\", tp.float32), (\"f2\", tp.float64)])\n", + "added = node[\"f1\"].cast(tp.float64) + node[\"f2\"]" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "d45a37bb", + "metadata": { + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "Casting is especially useful to reduce memory usage. For example, if a feature only contains values between 0 and 10000, using `tp.int32` instead of `tp.int64` will halve memory usage. These optimizations are critical when working with large datasets.\n", + "\n", + "Casting can also be a necessary step before calling operators that only accept certain input data types.\n", + "\n", + "Note that in Python, the values `1.0` and `1` are respectively `float64` and `int64`.\n", + "\n", + "Temporian supports data type casting through the `EventSet.cast()` operator. Destination data types can be specified in three different ways:\n", + "\n", + "1. Single data type: converts all input features to the same destination data type.\n", + "\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "3e3ee4c4", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.074589Z", + "iopub.status.busy": "2023-07-24T15:01:00.074466Z", + "iopub.status.idle": "2023-07-24T15:01:00.077932Z", + "shell.execute_reply": "2023-07-24T15:01:00.077413Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[('f1', float32), ('f2', float64)]" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "node.features" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "6c2444ba", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.080190Z", + "iopub.status.busy": "2023-07-24T15:01:00.079991Z", + "iopub.status.idle": "2023-07-24T15:01:00.082867Z", + "shell.execute_reply": "2023-07-24T15:01:00.082457Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[('f1', str_), ('f2', str_)]\n" + ] + } + ], + "source": [ + "print(node.cast(tp.str_).features)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "59c449d9", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "2. Feature name to data type mapping: converts each feature (specified by name) to a specific data type." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "05ee00a7", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.085010Z", + "iopub.status.busy": "2023-07-24T15:01:00.084841Z", + "iopub.status.idle": "2023-07-24T15:01:00.087364Z", + "shell.execute_reply": "2023-07-24T15:01:00.087026Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[('f1', str_), ('f2', int64)]\n" + ] + } + ], + "source": [ + "print(node.cast({\"f1\": tp.str_, \"f2\": tp.int64}).features)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "3f85a531", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "3. Data type to data type mapping: converts all features of a specific data type to another data type." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "6deaff88", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.089508Z", + "iopub.status.busy": "2023-07-24T15:01:00.089353Z", + "iopub.status.idle": "2023-07-24T15:01:00.091835Z", + "shell.execute_reply": "2023-07-24T15:01:00.091498Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[('f1', str_), ('f2', int64)]\n" + ] + } + ], + "source": [ + "print(node.cast({tp.float32: tp.str_, tp.float64: tp.int64}).features)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "915df6c5", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "Keep in mind that casting may fail when the graph is evaluated. For instance, attempting to cast `\"word\"` to `tp.float64` will result in an error. These errors cannot be caught prior to graph evaluation.\n", + "\n", + "## Arithmetic operators\n", + "\n", + "Arithmetic operators can be used between the features of an `EventSetNode`, to perform element-wise calculations.\n", + "\n", + "Common mathematical and bit operations are supported, such as addition (`+`), subtraction (`-`), product (`*`), division (`/`), floor division (`//`), modulo (`%`), comparisons (`>, >=, <, <=`), and bitwise operators (`&, |, ~`).\n", + "\n", + "These operators are applied index-wise and timestamp-wise, between features in the same position." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "2c673b17", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.094177Z", + "iopub.status.busy": "2023-07-24T15:01:00.094010Z", + "iopub.status.idle": "2023-07-24T15:01:00.098574Z", + "shell.execute_reply": "2023-07-24T15:01:00.098140Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "indexes: []\n", + "features: [('add_f1_f3', int64), ('add_f2_f4', float64)]\n", + "events:\n", + " (2 events):\n", + " timestamps: [ 1. 10.]\n", + " 'add_f1_f3': [100 101]\n", + " 'add_f2_f4': [1010. 1020.]\n", + "memory usage: 0.7 kB\n", + "\n" + ] + } + ], + "source": [ + "evset = tp.event_set(\n", + " timestamps=[1, 10],\n", + " features={\n", + " \"f1\": [0, 1],\n", + " \"f2\": [10.0, 20.0],\n", + " \"f3\": [100, 100],\n", + " \"f4\": [1000.0, 1000.0],\n", + " },\n", + ")\n", + "node = evset.node()\n", + "\n", + "node_added = node[[\"f1\", \"f2\"]] + node[[\"f3\", \"f4\"]]\n", + "\n", + "evset_added = node_added.run(evset)\n", + "print(evset_added)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "03bd54cc", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "Note that features of type `int64` and `float64` are not mixed above, because otherwise the operation would fail without an explicit type cast." + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "1675fa25", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "```python\n", + "# Attempt to mix dtypes.\n", + ">>> node[\"f1\"] + node[\"f2\"]\n", + "Traceback (most recent call last):\n", + " ...\n", + "ValueError: corresponding features should have the same dtype. ...\n", + "```" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "7b50cf71", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "Refer to the [Casting](#casting) section for more on this.\n", + "\n", + "All the operators have an equivalent functional form. The example above using `+`, could be rewritten with `tp.add()`." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "3b350c4a", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.101025Z", + "iopub.status.busy": "2023-07-24T15:01:00.100848Z", + "iopub.status.idle": "2023-07-24T15:01:00.103444Z", + "shell.execute_reply": "2023-07-24T15:01:00.103080Z" + } + }, + "outputs": [], + "source": [ + "# Equivalent.\n", + "node_added = tp.add(node[[\"f1\", \"f2\"]], node[[\"f3\", \"f4\"]])" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "d65bd8de", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "Other usual comparison and logic operators also work (except `==`, see below)." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "f1462eea", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.105489Z", + "iopub.status.busy": "2023-07-24T15:01:00.105344Z", + "iopub.status.idle": "2023-07-24T15:01:00.108344Z", + "shell.execute_reply": "2023-07-24T15:01:00.107952Z" + } + }, + "outputs": [], + "source": [ + "is_greater = node[[\"f1\", \"f2\"]] > node[[\"f3\", \"f4\"]]\n", + "is_less_or_equal = node[[\"f1\", \"f2\"]] <= node[[\"f3\", \"f4\"]]\n", + "is_wrong = is_greater & is_less_or_equal" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "9f01eee7", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "**Warning:** The Python equality operator (`==`) does not compute element-wise equality between features. Use the `tp.equal()` operator instead." + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "c610a0d0", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.110338Z", + "iopub.status.busy": "2023-07-24T15:01:00.110212Z", + "iopub.status.idle": "2023-07-24T15:01:00.113649Z", + "shell.execute_reply": "2023-07-24T15:01:00.113316Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "schema:\n", + " features: [('eq_f1_f3', bool_)]\n", + " indexes: []\n", + " is_unix_timestamp: False\n", + "\n", + "features: [Feature(id=5289595520, creator=Operator(key='EQUAL', id=66, attributes={}))]\n", + "sampling: Sampling(id=5275912800, creator=None),\n", + "name: None\n", + "creator: Operator(key='EQUAL', id=66, attributes={})\n", + "id:5289594992" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Works element-wise as expected\n", + "tp.equal(node[\"f1\"], node[\"f3\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "abda404b", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.115541Z", + "iopub.status.busy": "2023-07-24T15:01:00.115402Z", + "iopub.status.idle": "2023-07-24T15:01:00.118082Z", + "shell.execute_reply": "2023-07-24T15:01:00.117723Z" + } + }, + "outputs": [ { - "cell_type": "code", - "execution_count": 51, - "id": "da239494", - "metadata": { - "execution": { - "iopub.execute_input": "2023-07-12T19:18:48.264020Z", - "iopub.status.busy": "2023-07-12T19:18:48.263823Z", - "iopub.status.idle": "2023-07-12T19:18:48.286963Z", - "shell.execute_reply": "2023-07-12T19:18:48.286251Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:root:Feature \"f2\" is an array of numpy.object_ and was casted to numpy.string_ (Note: numpy.string_ is equivalent to numpy.bytes_).\n" - ] - } - ], - "source": [ - "df = pd.DataFrame({\n", - " \"timestamp\": [1, 2, 3, 5, 6],\n", - " \"f1\": [0.1, 0.2, 0.3, 1.1, 1.2],\n", - " \"f2\": [\"red\", \"red\", \"red\", \"blue\", \"blue\"],\n", - "})\n", - "\n", - "# Create EventSet from DataFrame.\n", - "evset = tp.from_pandas(df)\n", - "\n", - "# Convert EventSet to DataFrame.\n", - "df = tp.to_pandas(evset)" + "data": { + "text/plain": [ + "False" ] - }, + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# This is just a boolean\n", + "(node[\"f1\"] == node[\"f3\"])" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "0fa4a2d1", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "All these operators act feature-wise, i.e. they perform index-feature-wise operations (for each feature in each index key). This implies that the input `EventSets` must have the same number of features." + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "0352b9de", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "```python\n", + "node[[\"f1\", \"f2\"]] + node[\"f3\"]\n", + "Traceback (most recent call last):\n", + " ...\n", + "ValueError: The left and right arguments should have the same number of features. ...\n", + "```" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "8dd1d7f4", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "The input `EventSets` must also have the same sampling and index." + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "00990d1e", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "```python\n", + "sampling_1 = tp.event_set(\n", + " timestamps=[0, 1],\n", + " features={\"f1\": [1, 2]},\n", + ")\n", + "sampling_2 = tp.event_set(\n", + " timestamps=[1, 2],\n", + " features={\"f1\": [3, 4]},\n", + ")\n", + "sampling_1.node() + sampling_2.node()\n", + "Traceback (most recent call last):\n", + " ...\n", + "ValueError: Arguments should have the same sampling. ...\n", + "```" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "217fa8f5", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "If you want to apply arithmetic operators on `EventSets` with different samplings, take a look at\n", + "[Sampling](#sampling) section.\n", + "\n", + "If you want to apply them on `EventSets` with different indexes, check the\n", + "[Vertical operators](#indexes-horizontal-and-vertical-operators) section.\n", + "\n", + "Operations involving scalars are applied index-feature-element-wise." + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "58fe7d8e", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.120397Z", + "iopub.status.busy": "2023-07-24T15:01:00.120245Z", + "iopub.status.idle": "2023-07-24T15:01:00.123150Z", + "shell.execute_reply": "2023-07-24T15:01:00.122799Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "indexes: []\n", + "features: [('f1', int64), ('f2', float64), ('f3', int64), ('f4', float64)]\n", + "events:\n", + " (2 events):\n", + " timestamps: [ 1. 10.]\n", + " 'f1': [ 0 10]\n", + " 'f2': [100. 200.]\n", + " 'f3': [1000 1000]\n", + " 'f4': [10000. 10000.]\n", + "memory usage: 0.9 kB\n", + "\n" + ] + } + ], + "source": [ + "node_scalar = node * 10\n", + "print(node_scalar.run(evset))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "a229408c", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "## Sampling\n", + "\n", + "Arithmetic operators, such as `tp.add()`, require their input arguments to have the same timestamps and [Index](#indexes-horizontal-and-vertical-operators). The unique combination of timestamps and indexes is called a _sampling_.\n", + "\n", + "\n", + "\n", + "For example, if `EventSetNodes` `a` and `b` have different samplings, `a[\"feature_1\"] + b[\"feature_2\"]` will fail.\n", + "\n", + "To use arithmetic operators on `EventSets` with different samplings, one of the `EventSets` needs to be resampled to the sampling of the other `EventSet`. Resampling is done with the `EventSet.resample()` operator.\n", + "\n", + "The `EventSet.resample()` operator takes two `EventSets` called `input` and `sampling`, and returns the resampling of the features of `input` according to the timestamps of `sampling` according to the following rules:\n", + "\n", + "If a timestamp is present in `input` but not in `sampling`, the timestamp is dropped.\n", + "If a timestamp is present in both `input` and `sampling`, the timestamp is kept.\n", + "If a timestamp is present in `sampling` but not in `input`, a new timestamp is created using the feature values from the _closest anterior_ (not the closest, as that could induce future leakage) timestamp of `input`. This rule is especially useful for events that represent measurements (see [Events and `EventSets`](#events-and-eventsets)).\n", + "\n", + "**Note:** Features in `sampling` are ignored. This also happens in some other operators that take a `sampling` argument of type `EventSetNode` - it indicates that only the sampling (a.k.a. the indexes and timestamps) of that `EventSetNode` are being used by that operator.\n", + "\n", + "Given this example:" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "087b6fd6", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.125315Z", + "iopub.status.busy": "2023-07-24T15:01:00.125163Z", + "iopub.status.idle": "2023-07-24T15:01:00.129661Z", + "shell.execute_reply": "2023-07-24T15:01:00.129338Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [ + { + "data": { + "text/plain": [ + "indexes: []\n", + "features: [('x', float64)]\n", + "events:\n", + " (7 events):\n", + " timestamps: [ 0. 9. 10. 11. 19. 20. 21.]\n", + " 'x': [nan nan 1. 1. 1. 2. 2.]\n", + "memory usage: 0.6 kB" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "evset = tp.event_set(\n", + " timestamps=[10, 20, 30],\n", + " features={\n", + " \"x\": [1.0, 2.0, 3.0],\n", + " },\n", + ")\n", + "node = evset.node()\n", + "sampling_evset = tp.event_set(\n", + " timestamps=[0, 9, 10, 11, 19, 20, 21],\n", + ")\n", + "sampling_node = sampling_evset.node()\n", + "resampled = node.resample(sampling=sampling_node)\n", + "resampled.run({node: evset, sampling_node: sampling_evset})" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "11496f59", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "The following would be the matching between the timestamps of `sampling` and `input`:\n", + "\n", + "| `sampling` timestamp | 0 | 9 | 10 | 11 | 19 | 20 | 21 |\n", + "| ---------------------------- | --- | --- | --- | --- | --- | --- | --- |\n", + "| matching `input` timestamp | - | - | 10 | 10 | 10 | 20 | 20 |\n", + "| matching `\"x\"` feature value | NaN | NaN | 1 | 1 | 1 | 2 | 2 |\n", + "\n", + "If `sampling` contains a timestamp anterior to any timestamp in the `input` (like 0 and 9 in the example above), the feature of the sampled event will be missing. The representation of a missing value depends on its dtype:\n", + "\n", + "float: `NaN`\n", + "integer: `0`\n", + "string: `\"\"`\n", + "\n", + "Back to the example of the `tp.add()` operator, `a` and `b` with different sampling can be added as follows:" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "df3bbc7d", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.131774Z", + "iopub.status.busy": "2023-07-24T15:01:00.131623Z", + "iopub.status.idle": "2023-07-24T15:01:00.136202Z", + "shell.execute_reply": "2023-07-24T15:01:00.135874Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [ + { + "data": { + "text/plain": [ + "indexes: []\n", + "features: [('add_f1_f1', int64)]\n", + "events:\n", + " (3 events):\n", + " timestamps: [0. 1. 2.]\n", + " 'add_f1_f1': [10 25 34]\n", + "memory usage: 0.6 kB" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sampling_a = tp.event_set(\n", + " timestamps=[0, 1, 2],\n", + " features={\"f1\": [10, 20, 30]},\n", + ")\n", + "sampling_b = tp.event_set(\n", + " timestamps=[1, 2, 3],\n", + " features={\"f1\": [5, 4, 3]},\n", + ")\n", + "a = sampling_a.node()\n", + "b = sampling_b.node()\n", + "result = a + b.resample(a)\n", + "result.run({a: sampling_a, b: sampling_b})" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "56313ff2", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "`EventSet.resample()` is critical to combine events from different, non-synchronized sources. For example, consider a system with two sensors, a thermometer for temperature and a manometer for pressure. The temperature sensor produces measurements every 1 to 10 minutes, while the pressure sensor returns measurements every second. Additionally assume that both sensors are not synchronized. Finally, assume that you need to combine the temperature and pressure measurements with the equation `temperature / pressure`.\n", + "\n", + "\n", + "\n", + "Since the temperature and pressure `EventSets` have different sampling, you will need to resample one of them. The pressure sensor has higher resolution. Therefore, resampling the temperature to the pressure yields higher resolution than resampling the pressure to the temperature.\n", + "\n", + "```python\n", + "r = termometer[\"temperature\"].resample(manometer) / manometer[\"pressure\"]\n", + "```" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "ae131e37", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "When handling non-uniform timestamps it is also common to have a common resampling source.\n", + "\n", + "```python\n", + "sampling_source = # Uniform timestamps every 10 seconds.\n", + "r = termometer[\"temperature\"].resample(sampling_source) / manometer[\"pressure\"].resample(sampling_source)\n", + "```\n", + "\n", + "Moving window operators, such as the `EventSet.simple_moving_average()` or `EventSet.moving_count()` operators, have an optional `sampling` argument. For example, the signature of the simple moving average operator is `EventSet.simple_moving_average(window_length: Duration, sampling: Optional[EventSet] = None)`. If `sampling` is not set, the result will maintain the sampling of the `input` argument. If `sampling` is set, the moving window will be sampled at each timestamp of `sampling` instead, and the result will have those new ones.\n", + "\n", + "```python\n", + "b = tp.simple_moving_average(input=a, window_length=10)\n", + "c = tp.simple_moving_average(input=a, window_length=10, sampling=d)\n", + "```\n", + "\n", + "Note that if planning to resample the result of a moving window operator, passing the `sampling` argument is both more efficient and more accurate than calling `.resample()` on the result.\n", + "\n", + "## Indexes, horizontal and vertical operators\n", + "\n", + "All operators presented so far work on a sequence of related events. For instance, the simple moving average operator computes the average of events within a specific time window. These types of operators are called _horizontal operators_.\n", + "\n", + "It is sometimes desirable for events in an `EventSet` not to interact with each other. For example, assume a dataset containing the sum of daily sales of a set of products. The objective is to compute the sum of weekly sales of each product independently. In this scenario, the weekly moving sum should be applied individually to each product. If not, you would compute the weekly sales of all the products together.\n", + "\n", + "To compute the weekly sales of individual products, you can define the `product` feature as the _index_." + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "54a71cae", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.138254Z", + "iopub.status.busy": "2023-07-24T15:01:00.138101Z", + "iopub.status.idle": "2023-07-24T15:01:00.141435Z", + "shell.execute_reply": "2023-07-24T15:01:00.141074Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "indexes: [('product', int64)]\n", + "features: [('sale', float64)]\n", + "events:\n", + " product=1 (2 events):\n", + " timestamps: [1.5778e+09 1.5779e+09]\n", + " 'sale': [100. 90.]\n", + " product=2 (2 events):\n", + " timestamps: [1.5778e+09 1.5779e+09]\n", + " 'sale': [300. 400.]\n", + "memory usage: 0.9 kB\n", + "\n" + ] + } + ], + "source": [ + "daily_sales = tp.event_set(\n", + "\ttimestamps=[\"2020-01-01\", \"2020-01-01\", \"2020-01-02\", \"2020-01-02\"],\n", + "\tfeatures={\n", + " \"product\": [1, 2, 1, 2],\n", + " \"sale\": [100.0, 300.0, 90.0, 400.0],\n", + " },\n", + " indexes=[\"product\"]\n", + ")\n", + "print(daily_sales)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "40dacbb4", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "The moving sum operator will then be applied independently to the events corresponding to each product." + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "2c87a680", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.143537Z", + "iopub.status.busy": "2023-07-24T15:01:00.143412Z", + "iopub.status.idle": "2023-07-24T15:01:00.147227Z", + "shell.execute_reply": "2023-07-24T15:01:00.146886Z" + }, + "lines_to_next_cell": 2 + }, + "outputs": [ + { + "data": { + "text/plain": [ + "indexes: [('product', int64)]\n", + "features: [('sale', float64)]\n", + "events:\n", + " product=1 (2 events):\n", + " timestamps: [1.5778e+09 1.5779e+09]\n", + " 'sale': [100. 190.]\n", + " product=2 (2 events):\n", + " timestamps: [1.5778e+09 1.5779e+09]\n", + " 'sale': [300. 700.]\n", + "memory usage: 0.9 kB" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = daily_sales.node()\n", + "\n", + "# Compute the moving sum of each index group (a.k.a. each product) individually.\n", + "b = a.moving_sum(window_length=tp.duration.weeks(1))\n", + "\n", + "b.run({a: daily_sales})" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "e096897d", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "Horizontal operators can be understood as operators that are applied independently on each index.\n", + "\n", + "Operators that modify an `EventSetNode`'s indexes are called _vertical operators_. The most important vertical operators are:\n", + "\n", + "- `EventSet.add_index()`: Add features to the index.\n", + "- `EventSet.drop_index()`: Remove features from the index, optionally keeping them as features.\n", + "- `EventSet.set_index()`: Changes the index.\n", + "- `EventSet.propagate()`: Expand indexes based on another `EventSet`’s indexes.\n", + "\n", + "By default, `EventSets` are _flat_, which means they have no index, and therefore all events are in a single global group.\n", + "\n", + "Also, keep in mind that only string and integer features can be used as indexes.\n", + "\n", + "`EventSets` can have multiple features as index. In the next example, assume our daily sale aggregates are also annotated with `store` data." + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "8badbebf", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.149178Z", + "iopub.status.busy": "2023-07-24T15:01:00.149039Z", + "iopub.status.idle": "2023-07-24T15:01:00.152148Z", + "shell.execute_reply": "2023-07-24T15:01:00.151798Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "indexes: []\n", + "features: [('store', int64), ('product', int64), ('sale', float64)]\n", + "events:\n", + " (4 events):\n", + " timestamps: [1.5778e+09 1.5778e+09 1.5779e+09 1.5779e+09]\n", + " 'store': [1 1 1 2]\n", + " 'product': [1 2 1 2]\n", + " 'sale': [100. 200. 110. 300.]\n", + "memory usage: 0.9 kB\n", + "\n" + ] + } + ], + "source": [ + "daily_sales = tp.event_set(\n", + "\ttimestamps=[\"2020-01-01\", \"2020-01-01\", \"2020-01-02\", \"2020-01-02\"],\n", + "\tfeatures={\n", + " \"store\": [1, 1, 1, 2],\n", + " \"product\": [1, 2, 1, 2],\n", + " \"sale\": [100.0, 200.0, 110.0, 300.0],\n", + " },\n", + ")\n", + "print(daily_sales)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "69b3c03c", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "Since we haven't defined the `indexes` yet, `store` and `product` are just regular features above.\n", + "Let's add the `(product, store)` pair as the index." + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "479096c3", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.154125Z", + "iopub.status.busy": "2023-07-24T15:01:00.154007Z", + "iopub.status.idle": "2023-07-24T15:01:00.157566Z", + "shell.execute_reply": "2023-07-24T15:01:00.157243Z" + }, + "lines_to_next_cell": 2 + }, + "outputs": [ + { + "data": { + "text/plain": [ + "indexes: [('product', int64), ('store', int64)]\n", + "features: [('sale', float64)]\n", + "events:\n", + " product=1 store=1 (2 events):\n", + " timestamps: [1.5778e+09 1.5779e+09]\n", + " 'sale': [100. 110.]\n", + " product=2 store=1 (1 events):\n", + " timestamps: [1.5778e+09]\n", + " 'sale': [200.]\n", + " product=2 store=2 (1 events):\n", + " timestamps: [1.5779e+09]\n", + " 'sale': [300.]\n", + "memory usage: 1.2 kB" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = daily_sales.node()\n", + "b = a.add_index([\"product\", \"store\"])\n", + "b.run({a: daily_sales})" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "c2dc98f6", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "The `moving_sum` operator can be used to calculate the weekly sum of sales\n", + "for each `(product, store)` pair." + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "4df0d8cf", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.159586Z", + "iopub.status.busy": "2023-07-24T15:01:00.159442Z", + "iopub.status.idle": "2023-07-24T15:01:00.163136Z", + "shell.execute_reply": "2023-07-24T15:01:00.162800Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [ + { + "data": { + "text/plain": [ + "indexes: [('product', int64), ('store', int64)]\n", + "features: [('sale', float64)]\n", + "events:\n", + " product=1 store=1 (2 events):\n", + " timestamps: [1.5778e+09 1.5779e+09]\n", + " 'sale': [100. 210.]\n", + " product=2 store=1 (1 events):\n", + " timestamps: [1.5778e+09]\n", + " 'sale': [200.]\n", + " product=2 store=2 (1 events):\n", + " timestamps: [1.5779e+09]\n", + " 'sale': [300.]\n", + "memory usage: 1.2 kB" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Weekly sales by product and store\n", + "c = b[\"sale\"].moving_sum(window_length=tp.duration.weeks(1))\n", + "c.run({a: daily_sales})" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "2295d4ee", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "If we want the weekly sum of sales per `store`, we can just drop the `product` index." + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "8d9448a2", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.165204Z", + "iopub.status.busy": "2023-07-24T15:01:00.165078Z", + "iopub.status.idle": "2023-07-24T15:01:00.170459Z", + "shell.execute_reply": "2023-07-24T15:01:00.169929Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [ + { + "data": { + "text/plain": [ + "indexes: [('store', int64)]\n", + "features: [('sale', float64)]\n", + "events:\n", + " store=1 (3 events):\n", + " timestamps: [1.5778e+09 1.5778e+09 1.5779e+09]\n", + " 'sale': [300. 300. 410.]\n", + " store=2 (1 events):\n", + " timestamps: [1.5779e+09]\n", + " 'sale': [300.]\n", + "memory usage: 0.9 kB" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Weekly sales by store (including all products)\n", + "d = b.drop_index(\"product\")\n", + "e = d[\"sale\"].moving_sum(window_length=tp.duration.weeks(1))\n", + "e.run({a: daily_sales})" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "f67b3f0c", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "Finally, let's calculate the ratio of sales of each `(product, store)` pair compared to the whole `store` sales.\n", + "\n", + "Since `c` (weekly sales for each product and store) and `e` (weekly sales for each store) have different indexes, we cannot use `tp.divide` (or `/`) directly - we must first `propagate` `e` to the `[\"product\", \"store\"]` index." + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "4e12a9e0", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.172674Z", + "iopub.status.busy": "2023-07-24T15:01:00.172528Z", + "iopub.status.idle": "2023-07-24T15:01:00.177142Z", + "shell.execute_reply": "2023-07-24T15:01:00.176616Z" + }, + "lines_to_next_cell": 0 + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "indexes: [('product', int64), ('store', int64)]\n", + "features: [('div_sale_sale', float64)]\n", + "events:\n", + " product=1 store=1 (2 events):\n", + " timestamps: [1.5778e+09 1.5779e+09]\n", + " 'div_sale_sale': [0.3333 0.5122]\n", + " product=2 store=1 (1 events):\n", + " timestamps: [1.5778e+09]\n", + " 'div_sale_sale': [0.6667]\n", + " product=2 store=2 (1 events):\n", + " timestamps: [1.5779e+09]\n", + " 'div_sale_sale': [1.]\n", + "memory usage: 1.2 kB\n", + "\n" + ] + } + ], + "source": [ + "# Copy the content of e (indexed by (store)) into each (store, product).\n", + "f = c / e.propagate(sampling=c, resample=True)\n", + "\n", + "# Equivalent.\n", + "f = c / e.propagate(sampling=c).resample(sampling=c)\n", + "print(f.run({a: daily_sales}))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "e73da62c", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "The `EventSet.propagate()` operator expands the indexes of its `input` (`e` in this case) to match the indexes of its `sampling` by copying the content of `input` into each corresponding index group of `sampling`. Note that `sampling`'s indexes must be a superset of `input`'s indexes.\n", + "\n", + "## Future leakage\n", + "\n", + "In supervised learning, [leakage]() is the use of data not available at serving time by a machine learning model. A common example of leakage is _label leakage_, which involves the invalid use of labels in the model input features. Leakage tends to bias model evaluation by making it appear much better than it is in reality. Unfortunately, leakage is often subtle, easy to inject, and challenging to detect.\n", + "\n", + "Another type of leakage is future leakage, where a model uses data before it is available. Future leakage is particularly easy to create, as all feature data is ultimately available to the model, the problem being it being accessed at the wrong time.\n", + "\n", + "To avoid future leakage, Temporian operators are guaranteed to not cause future leakage, except for the `EventSet.leak()` operator. This means that it is impossible to inadvertently add future leakage to a Temporian program.\n", + "\n", + "`EventSet.leak()` can be useful for precomputing labels or evaluating machine learning models. However, its outputs shouldn’t be used as input features." + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "c07453fa", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.179407Z", + "iopub.status.busy": "2023-07-24T15:01:00.179261Z", + "iopub.status.idle": "2023-07-24T15:01:00.182867Z", + "shell.execute_reply": "2023-07-24T15:01:00.182049Z" + } + }, + "outputs": [], + "source": [ + "a = tp.input_node(features=[(\"feature_1\", tp.float32)])\n", + "b = a.moving_count(1)\n", + "c = b.leak(1).moving_count(2)" + ] + }, + { + "cell_type": "markdown", + "id": "d2e37ee5", + "metadata": {}, + "source": [ + "In this example, `b` does not have a future leak, but `c` does because it depends on `EventSet.leak()`.\n", + "\n", + "To check programmatically if an `EventSetNode` depends on `leak()`, we can use the `tp.has_leak()` function." + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "ab15c133", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.185286Z", + "iopub.status.busy": "2023-07-24T15:01:00.185178Z", + "iopub.status.idle": "2023-07-24T15:01:00.187923Z", + "shell.execute_reply": "2023-07-24T15:01:00.187503Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "False\n" + ] + } + ], + "source": [ + "print(tp.has_leak(b))" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "cd455fc1", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.190006Z", + "iopub.status.busy": "2023-07-24T15:01:00.189857Z", + "iopub.status.idle": "2023-07-24T15:01:00.192310Z", + "shell.execute_reply": "2023-07-24T15:01:00.191954Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "True\n" + ] + } + ], + "source": [ + "print(tp.has_leak(c))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "8d973547", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "By using `tp.has_leak()`, we can programmatically identify future leakage and modify our code accordingly.\n", + "\n", + "## Accessing `EventSet` data\n", + "\n", + "`EventSet` data can be accessed using their `data` attribute. Temporian internally relies on NumPy, which means that the data access functions always return NumPy arrays." + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "7da63117", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.194430Z", + "iopub.status.busy": "2023-07-24T15:01:00.194277Z", + "iopub.status.idle": "2023-07-24T15:01:00.198829Z", + "shell.execute_reply": "2023-07-24T15:01:00.198424Z" + } + }, + "outputs": [ { - "attachments": {}, - "cell_type": "markdown", - "id": "a96084af", - "metadata": { - "cell_marker": "\"\"\"", - "lines_to_next_cell": 0 - }, - "source": [ - "\n", - "## Serialization and deserialization of a graph\n", - "\n", - "Temporian graphs can be exported and imported to a safe-to-share file with `tp.save_graph()` and `tp.load_graph()`. In both functions input and output `EventSetNodes` need to be named, or be assigned a name by passing them as a dictionary.\n", - "\n", - "```python\n", - "# Define a graph.\n", - "evset = tp.event_set(\n", - "\ttimestamps=[1, 2, 3],\n", - "\tfeatures={\"f1\": [0.1, 0.2, 0.3]},\n", - ")\n", - "a = evset.node()\n", - "b = tp.moving_count(a, 1)\n", - "\n", - "# Save the graph.\n", - "tp.save_graph(inputs={\"input_a\": a}, outputs={\"output_b\": b}, path=\"/tmp/my_graph.tem\")\n", - "\n", - "# Equivalent.\n", - "a.name = \"input_a\"\n", - "b.name = \"output_b\"\n", - "tp.save_graph(inputs=a, outputs=[b], path=\"/tmp/my_graph.tem\")\n", - "\n", - "# Load the graph.\n", - "loaded_inputs, loaded_outputs = tp.load_graph(path=\"/tmp/my_graph.tem\")\n", - "\n", - "# Run data on the restored graph.\n", - "tp.run(loaded_outputs[\"output_b\"], {loaded_inputs[\"input_a\"]: evset})\n", - "```" + "data": { + "text/plain": [ + "IndexData(features=[array([0.1, 0.2, 0.3])], timestamps=array([1., 2., 3.]))" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "56a28657", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "jupytext": { - "cell_metadata_filter": "-all", - "main_language": "python", - "notebook_metadata_filter": "-all" - }, - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.6" - } - }, - "nbformat": 4, - "nbformat_minor": 5 + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "evset = tp.event_set(\n", + "\ttimestamps=[1, 2, 3, 5, 6],\n", + "\tfeatures={\n", + " \"f1\": [0.1, 0.2, 0.3, 1.1, 1.2],\n", + " \"f2\": [\"red\", \"red\", \"red\", \"blue\", \"blue\"],\n", + "\t},\n", + "\tindexes=[\"f2\"],\n", + ")\n", + "\n", + "# Access the data for the index group `f2=red`.\n", + "evset.get_index_value((\"red\",))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "eddfa88e", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "\n", + "\n", + "## Import and export data\n", + "\n", + "`EventSets` can be read from and saved to csv files via the `tp.from_csv()` and `tp.to_csv()` functions.\n", + "\n", + "# Read EventSet from a .csv file.\n", + "\n", + "```python\n", + "evset = tp.from_csv(\n", + " path=\"path/to/file.csv\",\n", + " timestamps=\"timestamp\",\n", + " indexes=[\"product_id\"],\n", + ")\n", + "\n", + "# Save EventSet to a .csv file.\n", + "tp.to_csv(evset, path=\"path/to/file.csv\")\n", + "```\n", + "\n", + "Converting `EventSet` data to and from pandas DataFrames is also easily done via `tp.to_pandas()` and `tp.from_pandas()`." + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "da239494", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.200932Z", + "iopub.status.busy": "2023-07-24T15:01:00.200760Z", + "iopub.status.idle": "2023-07-24T15:01:00.212641Z", + "shell.execute_reply": "2023-07-24T15:01:00.212298Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:root:Feature \"f2\" is an array of numpy.object_ and was casted to numpy.string_ (Note: numpy.string_ is equivalent to numpy.bytes_).\n" + ] + } + ], + "source": [ + "df = pd.DataFrame({\n", + " \"timestamp\": [1, 2, 3, 5, 6],\n", + " \"f1\": [0.1, 0.2, 0.3, 1.1, 1.2],\n", + " \"f2\": [\"red\", \"red\", \"red\", \"blue\", \"blue\"],\n", + "})\n", + "\n", + "# Create EventSet from DataFrame.\n", + "evset = tp.from_pandas(df)\n", + "\n", + "# Convert EventSet to DataFrame.\n", + "df = tp.to_pandas(evset)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "a96084af", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 0 + }, + "source": [ + "\n", + "## Serialization and deserialization of a graph\n", + "\n", + "Temporian graphs can be exported and imported to a safe-to-share file with `tp.save_graph()` and `tp.load_graph()`. In both functions input and output `EventSetNodes` need to be named, or be assigned a name by passing them as a dictionary." + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "56a28657", + "metadata": { + "execution": { + "iopub.execute_input": "2023-07-24T15:01:00.214709Z", + "iopub.status.busy": "2023-07-24T15:01:00.214556Z", + "iopub.status.idle": "2023-07-24T15:01:00.222789Z", + "shell.execute_reply": "2023-07-24T15:01:00.222432Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "indexes: []\n", + "features: [('f1', int32)]\n", + "events:\n", + " (3 events):\n", + " timestamps: [1. 2. 3.]\n", + " 'f1': [1 1 1]\n", + "memory usage: 0.5 kB" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Define a graph.\n", + "evset = tp.event_set(\n", + "\ttimestamps=[1, 2, 3],\n", + "\tfeatures={\"f1\": [0.1, 0.2, 0.3]},\n", + ")\n", + "a = evset.node()\n", + "b = a.moving_count(1)\n", + "\n", + "# Save the graph.\n", + "tp.save_graph(inputs={\"input_a\": a}, outputs={\"output_b\": b}, path=\"/tmp/my_graph.tem\")\n", + "\n", + "# Equivalent.\n", + "a.name = \"input_a\"\n", + "b.name = \"output_b\"\n", + "tp.save_graph(inputs=a, outputs=[b], path=\"/tmp/my_graph.tem\")\n", + "\n", + "# Load the graph.\n", + "loaded_inputs, loaded_outputs = tp.load_graph(path=\"/tmp/my_graph.tem\")\n", + "\n", + "# Run data on the restored graph.\n", + "tp.run(loaded_outputs[\"output_b\"], {loaded_inputs[\"input_a\"]: evset})" + ] + } + ], + "metadata": { + "jupytext": { + "cell_metadata_filter": "-all", + "main_language": "python", + "notebook_metadata_filter": "-all" + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 } diff --git a/poetry.lock b/poetry.lock index 6c4fa9baf..ac0345db7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.0 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. [[package]] name = "absl-py" version = "1.4.0" description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -16,7 +15,6 @@ files = [ name = "anyio" version = "3.7.1" description = "High level compatibility layer for multiple asynchronous event loop implementations" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -38,7 +36,6 @@ trio = ["trio (<0.22)"] name = "apache-beam" version = "2.49.0" description = "Apache Beam SDK for Python" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -108,7 +105,6 @@ test = ["cryptography (>=36.0.0)", "freezegun (>=0.3.12)", "hypothesis (>5.0.0,< name = "appnope" version = "0.1.3" description = "Disable App Nap on macOS >= 10.9" -category = "dev" optional = false python-versions = "*" files = [ @@ -120,7 +116,6 @@ files = [ name = "argon2-cffi" version = "21.3.0" description = "The secure Argon2 password hashing algorithm." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -140,7 +135,6 @@ tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"] name = "argon2-cffi-bindings" version = "21.2.0" description = "Low-level CFFI bindings for Argon2" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -178,7 +172,6 @@ tests = ["pytest"] name = "arrow" version = "1.2.3" description = "Better dates & times for Python" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -193,7 +186,6 @@ python-dateutil = ">=2.7.0" name = "astroid" version = "2.13.5" description = "An abstract syntax tree for Python with inference support." -category = "dev" optional = false python-versions = ">=3.7.2" files = [ @@ -210,7 +202,6 @@ wrapt = {version = ">=1.14,<2", markers = "python_version >= \"3.11\""} name = "astroid" version = "2.15.6" description = "An abstract syntax tree for Python with inference support." -category = "dev" optional = false python-versions = ">=3.7.2" files = [ @@ -227,7 +218,6 @@ wrapt = {version = ">=1.11,<2", markers = "python_version < \"3.11\""} name = "asttokens" version = "2.2.1" description = "Annotate AST trees with source code positions" -category = "dev" optional = false python-versions = "*" files = [ @@ -245,7 +235,6 @@ test = ["astroid", "pytest"] name = "astunparse" version = "1.6.3" description = "An AST unparser for Python" -category = "dev" optional = false python-versions = "*" files = [ @@ -261,7 +250,6 @@ wheel = ">=0.23.0,<1.0" name = "async-lru" version = "2.0.3" description = "Simple LRU cache for asyncio" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -276,7 +264,6 @@ typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""} name = "attrs" version = "23.1.0" description = "Classes Without Boilerplate" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -295,7 +282,6 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte name = "babel" version = "2.12.1" description = "Internationalization utilities" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -310,7 +296,6 @@ pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""} name = "backcall" version = "0.2.0" description = "Specifications for callback functions passed in to an API" -category = "dev" optional = false python-versions = "*" files = [ @@ -322,7 +307,6 @@ files = [ name = "beautifulsoup4" version = "4.12.2" description = "Screen-scraping library" -category = "dev" optional = false python-versions = ">=3.6.0" files = [ @@ -341,7 +325,6 @@ lxml = ["lxml"] name = "black" version = "22.12.0" description = "The uncompromising code formatter." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -377,7 +360,6 @@ uvloop = ["uvloop (>=0.15.2)"] name = "bleach" version = "6.0.0" description = "An easy safelist-based HTML-sanitizing tool." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -396,7 +378,6 @@ css = ["tinycss2 (>=1.1.0,<1.2)"] name = "bokeh" version = "3.1.1" description = "Interactive plots and applications in the browser from Python" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -419,7 +400,6 @@ xyzservices = ">=2021.09.1" name = "cachetools" version = "5.3.1" description = "Extensible memoizing collections and decorators" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -431,7 +411,6 @@ files = [ name = "cairocffi" version = "1.6.0" description = "cffi-based cairo bindings for Python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -451,7 +430,6 @@ xcb = ["xcffib (>=1.4.0)"] name = "cairosvg" version = "2.7.0" description = "A Simple SVG Converter based on Cairo" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -474,7 +452,6 @@ test = ["flake8", "isort", "pytest"] name = "certifi" version = "2023.5.7" description = "Python package for providing Mozilla's CA Bundle." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -486,7 +463,6 @@ files = [ name = "cffi" version = "1.15.1" description = "Foreign Function Interface for Python calling C code." -category = "main" optional = false python-versions = "*" files = [ @@ -563,7 +539,6 @@ pycparser = "*" name = "charset-normalizer" version = "3.2.0" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." -category = "main" optional = false python-versions = ">=3.7.0" files = [ @@ -648,7 +623,6 @@ files = [ name = "click" version = "8.1.6" description = "Composable command line interface toolkit" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -663,7 +637,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""} name = "cloudpickle" version = "2.2.1" description = "Extended pickling support for Python objects" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -675,7 +648,6 @@ files = [ name = "colorama" version = "0.4.6" description = "Cross-platform colored terminal text." -category = "dev" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" files = [ @@ -687,7 +659,6 @@ files = [ name = "comm" version = "0.1.3" description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -707,7 +678,6 @@ typing = ["mypy (>=0.990)"] name = "contourpy" version = "1.1.0" description = "Python library for calculating contours of 2D quadrilateral grids" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -766,7 +736,6 @@ test-no-images = ["pytest", "pytest-cov", "wurlitzer"] name = "crcmod" version = "1.7" description = "CRC Generator" -category = "main" optional = false python-versions = "*" files = [ @@ -777,7 +746,6 @@ files = [ name = "cssselect2" version = "0.7.0" description = "CSS selectors for Python ElementTree" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -797,7 +765,6 @@ test = ["flake8", "isort", "pytest"] name = "cycler" version = "0.11.0" description = "Composable style cycles" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -809,7 +776,6 @@ files = [ name = "debugpy" version = "1.6.7" description = "An implementation of the Debug Adapter Protocol for Python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -837,7 +803,6 @@ files = [ name = "decorator" version = "5.1.1" description = "Decorators for Humans" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -849,7 +814,6 @@ files = [ name = "defusedxml" version = "0.7.1" description = "XML bomb protection for Python stdlib modules" -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ @@ -861,7 +825,6 @@ files = [ name = "dill" version = "0.3.1.1" description = "serialize all of python" -category = "main" optional = false python-versions = ">=2.6, !=3.0.*" files = [ @@ -875,7 +838,6 @@ graph = ["objgraph (>=1.7.2)"] name = "dnspython" version = "2.4.0" description = "DNS toolkit" -category = "main" optional = false python-versions = ">=3.8,<4.0" files = [ @@ -899,7 +861,6 @@ wmi = ["wmi (>=1.5.1,<2.0.0)"] name = "docopt" version = "0.6.2" description = "Pythonic argument parser, that will make you smile" -category = "main" optional = false python-versions = "*" files = [ @@ -910,7 +871,6 @@ files = [ name = "exceptiongroup" version = "1.1.2" description = "Backport of PEP 654 (exception groups)" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -925,7 +885,6 @@ test = ["pytest (>=6)"] name = "executing" version = "1.2.0" description = "Get the currently executing AST node of a frame, and other information" -category = "dev" optional = false python-versions = "*" files = [ @@ -940,7 +899,6 @@ tests = ["asttokens", "littleutils", "pytest", "rich"] name = "fastavro" version = "1.8.2" description = "Fast read/write of AVRO files" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -981,7 +939,6 @@ zstandard = ["zstandard"] name = "fasteners" version = "0.18" description = "A python package that provides useful locks" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -993,7 +950,6 @@ files = [ name = "fastjsonschema" version = "2.17.1" description = "Fastest Python implementation of JSON schema" -category = "dev" optional = false python-versions = "*" files = [ @@ -1008,7 +964,6 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc name = "flatbuffers" version = "23.5.26" description = "The FlatBuffers serialization format for Python" -category = "dev" optional = false python-versions = "*" files = [ @@ -1020,7 +975,6 @@ files = [ name = "fonttools" version = "4.41.0" description = "Tools to manipulate font files" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -1078,7 +1032,6 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"] name = "fqdn" version = "1.5.1" description = "Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers" -category = "dev" optional = false python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4" files = [ @@ -1090,7 +1043,6 @@ files = [ name = "gast" version = "0.4.0" description = "Python AST that abstracts the underlying Python version" -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -1102,7 +1054,6 @@ files = [ name = "ghp-import" version = "2.1.0" description = "Copy your docs directly to the gh-pages branch." -category = "dev" optional = false python-versions = "*" files = [ @@ -1120,7 +1071,6 @@ dev = ["flake8", "markdown", "twine", "wheel"] name = "google-auth" version = "2.22.0" description = "Google Authentication Library" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -1146,7 +1096,6 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"] name = "google-auth-oauthlib" version = "1.0.0" description = "Google Authentication Library" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -1165,7 +1114,6 @@ tool = ["click (>=6.0.0)"] name = "google-pasta" version = "0.2.0" description = "pasta is an AST-based Python refactoring library" -category = "dev" optional = false python-versions = "*" files = [ @@ -1179,27 +1127,22 @@ six = "*" [[package]] name = "griffe" -version = "0.26.0" +version = "0.32.3" description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API." -category = "dev" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "griffe-0.26.0-py3-none-any.whl", hash = "sha256:38f3f6bbe834501cc199a07b7b7e0e2550aaf19a9d1ee27acf879027e47c9b9e"}, - {file = "griffe-0.26.0.tar.gz", hash = "sha256:08675ffe8c17139e7769e950dd21f8e98a2e76205cbbd2911d5dec26d2cbf1be"}, + {file = "griffe-0.32.3-py3-none-any.whl", hash = "sha256:d9471934225818bf8f309822f70451cc6abb4b24e59e0bb27402a45f9412510f"}, + {file = "griffe-0.32.3.tar.gz", hash = "sha256:14983896ad581f59d5ad7b6c9261ff12bdaa905acccc1129341d13e545da8521"}, ] [package.dependencies] colorama = ">=0.4" -[package.extras] -async = ["aiofiles (>=0.7,<1.0)"] - [[package]] name = "grpcio" version = "1.56.0" description = "HTTP/2-based RPC framework" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1257,7 +1200,6 @@ protobuf = ["grpcio-tools (>=1.56.0)"] name = "h11" version = "0.14.0" description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1269,7 +1211,6 @@ files = [ name = "h5py" version = "3.9.0" description = "Read and write HDF5 files from Python" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -1303,7 +1244,6 @@ numpy = ">=1.17.3" name = "hdfs" version = "2.7.0" description = "HdfsCLI: API and command line interface for HDFS." -category = "main" optional = false python-versions = "*" files = [ @@ -1325,7 +1265,6 @@ kerberos = ["requests-kerberos (>=0.7.0)"] name = "httpcore" version = "0.17.3" description = "A minimal low-level HTTP client." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1337,17 +1276,16 @@ files = [ anyio = ">=3.0,<5.0" certifi = "*" h11 = ">=0.13,<0.15" -sniffio = ">=1.0.0,<2.0.0" +sniffio = "==1.*" [package.extras] http2 = ["h2 (>=3,<5)"] -socks = ["socksio (>=1.0.0,<2.0.0)"] +socks = ["socksio (==1.*)"] [[package]] name = "httplib2" version = "0.22.0" description = "A comprehensive HTTP client library." -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -1362,7 +1300,6 @@ pyparsing = {version = ">=2.4.2,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.0.2 || >3.0 name = "idna" version = "3.4" description = "Internationalized Domain Names in Applications (IDNA)" -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -1374,7 +1311,6 @@ files = [ name = "importlib-metadata" version = "6.8.0" description = "Read metadata from Python packages" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -1394,7 +1330,6 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs name = "importlib-resources" version = "6.0.0" description = "Read resources from Python packages" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -1413,7 +1348,6 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", name = "ipykernel" version = "6.24.0" description = "IPython Kernel for Jupyter" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -1427,7 +1361,7 @@ comm = ">=0.1.1" debugpy = ">=1.6.5" ipython = ">=7.23.1" jupyter-client = ">=6.1.12" -jupyter-core = ">=4.12,<5.0.0 || >=5.1.0" +jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0" matplotlib-inline = ">=0.1" nest-asyncio = "*" packaging = "*" @@ -1447,7 +1381,6 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio" name = "ipython" version = "8.12.2" description = "IPython: Productive Interactive Computing" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -1487,7 +1420,6 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa name = "isoduration" version = "20.11.0" description = "Operations with ISO 8601 durations" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1502,7 +1434,6 @@ arrow = ">=0.15.0" name = "isort" version = "5.12.0" description = "A Python utility / library to sort Python imports." -category = "dev" optional = false python-versions = ">=3.8.0" files = [ @@ -1520,7 +1451,6 @@ requirements-deprecated-finder = ["pip-api", "pipreqs"] name = "jedi" version = "0.18.2" description = "An autocompletion tool for Python that can be used for text editors." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -1540,7 +1470,6 @@ testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"] name = "jinja2" version = "3.1.2" description = "A very fast and expressive template engine." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1558,7 +1487,6 @@ i18n = ["Babel (>=2.7)"] name = "json5" version = "0.9.14" description = "A Python implementation of the JSON5 data format." -category = "dev" optional = false python-versions = "*" files = [ @@ -1573,7 +1501,6 @@ dev = ["hypothesis"] name = "jsonpointer" version = "2.4" description = "Identify specific nodes in a JSON document (RFC 6901)" -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*" files = [ @@ -1585,7 +1512,6 @@ files = [ name = "jsonschema" version = "4.18.4" description = "An implementation of JSON Schema validation for Python" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -1617,7 +1543,6 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339- name = "jsonschema-specifications" version = "2023.7.1" description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -1633,7 +1558,6 @@ referencing = ">=0.28.0" name = "jupyter-client" version = "8.3.0" description = "Jupyter protocol implementation and client libraries" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -1643,7 +1567,7 @@ files = [ [package.dependencies] importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""} -jupyter-core = ">=4.12,<5.0.0 || >=5.1.0" +jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0" python-dateutil = ">=2.8.2" pyzmq = ">=23.0" tornado = ">=6.2" @@ -1657,7 +1581,6 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt name = "jupyter-core" version = "5.3.1" description = "Jupyter core package. A base package on which Jupyter projects rely." -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -1678,7 +1601,6 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"] name = "jupyter-events" version = "0.6.3" description = "Jupyter Event System library" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1703,7 +1625,6 @@ test = ["click", "coverage", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>= name = "jupyter-lsp" version = "2.2.0" description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -1719,7 +1640,6 @@ jupyter-server = ">=1.1.2" name = "jupyter-server" version = "2.7.0" description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications." -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -1732,7 +1652,7 @@ anyio = ">=3.1.0" argon2-cffi = "*" jinja2 = "*" jupyter-client = ">=7.4.4" -jupyter-core = ">=4.12,<5.0.0 || >=5.1.0" +jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0" jupyter-events = ">=0.6.0" jupyter-server-terminals = "*" nbconvert = ">=6.4.4" @@ -1756,7 +1676,6 @@ test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-sc name = "jupyter-server-terminals" version = "0.4.4" description = "A Jupyter Server Extension Providing Terminals." -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -1776,7 +1695,6 @@ test = ["coverage", "jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-cov", name = "jupyterlab" version = "4.0.3" description = "JupyterLab computational environment" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -1810,7 +1728,6 @@ test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-cons name = "jupyterlab-pygments" version = "0.2.2" description = "Pygments theme using JupyterLab CSS variables" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1822,7 +1739,6 @@ files = [ name = "jupyterlab-server" version = "2.23.0" description = "A set of server components for JupyterLab and JupyterLab like applications." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1849,7 +1765,6 @@ test = ["hatch", "ipykernel", "jupyterlab-server[openapi]", "openapi-spec-valida name = "jupytext" version = "1.14.7" description = "Jupyter notebooks as Markdown documents, Julia, Python or R scripts" -category = "dev" optional = false python-versions = "~=3.6" files = [ @@ -1872,7 +1787,6 @@ toml = ["toml"] name = "keras" version = "2.13.1" description = "Deep learning for humans." -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -1884,7 +1798,6 @@ files = [ name = "kiwisolver" version = "1.4.4" description = "A fast implementation of the Cassowary constraint solver" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1962,7 +1875,6 @@ files = [ name = "lazy-object-proxy" version = "1.9.0" description = "A fast and thorough lazy object proxy." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2008,7 +1920,6 @@ files = [ name = "libclang" version = "16.0.6" description = "Clang Python Bindings, mirrored from the official LLVM repo: https://github.com/llvm/llvm-project/tree/main/clang/bindings/python, to make the installation process easier." -category = "dev" optional = false python-versions = "*" files = [ @@ -2027,7 +1938,6 @@ files = [ name = "markdown" version = "3.3.7" description = "Python implementation of Markdown." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -2045,7 +1955,6 @@ testing = ["coverage", "pyyaml"] name = "markdown-it-py" version = "3.0.0" description = "Python port of markdown-it. Markdown parsing, done right!" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -2070,7 +1979,6 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"] name = "markupsafe" version = "2.1.3" description = "Safely add untrusted strings to HTML/XML markup." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2130,7 +2038,6 @@ files = [ name = "matplotlib" version = "3.7.2" description = "Python plotting package" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -2193,7 +2100,6 @@ python-dateutil = ">=2.7" name = "matplotlib-inline" version = "0.1.6" description = "Inline Matplotlib backend for Jupyter" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -2208,7 +2114,6 @@ traitlets = "*" name = "mccabe" version = "0.7.0" description = "McCabe checker, plugin for flake8" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -2220,7 +2125,6 @@ files = [ name = "mdit-py-plugins" version = "0.4.0" description = "Collection of plugins for markdown-it-py" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -2240,7 +2144,6 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"] name = "mdurl" version = "0.1.2" description = "Markdown URL utilities" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2252,7 +2155,6 @@ files = [ name = "memory-profiler" version = "0.61.0" description = "A module for monitoring memory usage of a python program" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -2267,7 +2169,6 @@ psutil = "*" name = "mergedeep" version = "1.3.4" description = "A deep merge function for 🐍." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -2279,7 +2180,6 @@ files = [ name = "mistune" version = "3.0.1" description = "A sane and fast Markdown parser with useful plugins and renderers" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2291,7 +2191,6 @@ files = [ name = "mkdocs" version = "1.4.3" description = "Project documentation with Markdown." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2320,7 +2219,6 @@ min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-imp name = "mkdocs-autorefs" version = "0.4.1" description = "Automatically link across pages in MkDocs." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2336,7 +2234,6 @@ mkdocs = ">=1.1" name = "mkdocs-exclude-search" version = "0.6.5" description = "A mkdocs plugin that lets you exclude selected files or sections from the search index." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -2351,7 +2248,6 @@ mkdocs = ">=1.0.4" name = "mkdocs-gen-files" version = "0.4.0" description = "MkDocs plugin to programmatically generate documentation pages during the build" -category = "dev" optional = false python-versions = ">=3.7,<4.0" files = [ @@ -2366,7 +2262,6 @@ mkdocs = ">=1.0.3,<2.0.0" name = "mkdocs-jupyter" version = "0.24.2" description = "Use Jupyter in mkdocs websites" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2389,7 +2284,6 @@ test = ["coverage[toml]", "pymdown-extensions", "pytest", "pytest-cov"] name = "mkdocs-literate-nav" version = "0.6.0" description = "MkDocs plugin to specify the navigation in Markdown instead of YAML" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2404,7 +2298,6 @@ mkdocs = ">=1.0.3" name = "mkdocs-material" version = "9.1.19" description = "Documentation that simply works" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2427,7 +2320,6 @@ requests = ">=2.26" name = "mkdocs-material-extensions" version = "1.1.1" description = "Extension pack for Python Markdown and MkDocs Material." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2439,7 +2331,6 @@ files = [ name = "mkdocs-section-index" version = "0.3.5" description = "MkDocs plugin to allow clickable sections that lead to an index page" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2454,7 +2345,6 @@ mkdocs = ">=1.0.3" name = "mkdocstrings" version = "0.20.0" description = "Automatic documentation from sources, for MkDocs." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2478,25 +2368,23 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"] [[package]] name = "mkdocstrings-python" -version = "1.1.2" +version = "1.2.1" description = "A Python handler for mkdocstrings." -category = "dev" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "mkdocstrings_python-1.1.2-py3-none-any.whl", hash = "sha256:c2b652a850fec8e85034a9cdb3b45f8ad1a558686edc20ed1f40b4e17e62070f"}, - {file = "mkdocstrings_python-1.1.2.tar.gz", hash = "sha256:f28bdcacb9bcdb44b6942a5642c1ea8b36870614d33e29e3c923e204a8d8ed61"}, + {file = "mkdocstrings_python-1.2.1-py3-none-any.whl", hash = "sha256:7c08f33e9ba7b1655e9cf0608eba3ce7a9513bd8b42a68a8d24ffaf4a6a50cfc"}, + {file = "mkdocstrings_python-1.2.1.tar.gz", hash = "sha256:ae40825b3b676a94626882901ed9c8fcf9a7f0330e466ffe37ce15c525987aa9"}, ] [package.dependencies] -griffe = ">=0.24" +griffe = ">=0.30" mkdocstrings = ">=0.20" [[package]] name = "mypy-extensions" version = "1.0.0" description = "Type system extensions for programs checked with the mypy type checker." -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -2508,7 +2396,6 @@ files = [ name = "nbclient" version = "0.8.0" description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor." -category = "dev" optional = false python-versions = ">=3.8.0" files = [ @@ -2518,7 +2405,7 @@ files = [ [package.dependencies] jupyter-client = ">=6.1.12" -jupyter-core = ">=4.12,<5.0.0 || >=5.1.0" +jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0" nbformat = ">=5.1" traitlets = ">=5.4" @@ -2531,7 +2418,6 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>= name = "nbconvert" version = "7.7.1" description = "Converting Jupyter Notebooks" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -2570,7 +2456,6 @@ webpdf = ["playwright"] name = "nbformat" version = "5.9.1" description = "The Jupyter Notebook format" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -2592,7 +2477,6 @@ test = ["pep440", "pre-commit", "pytest", "testpath"] name = "nest-asyncio" version = "1.5.6" description = "Patch asyncio to allow nested event loops" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -2604,7 +2488,6 @@ files = [ name = "notebook-shim" version = "0.2.3" description = "A shim layer for notebook traits and config" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2622,7 +2505,6 @@ test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync" name = "numpy" version = "1.24.3" description = "Fundamental package for array computing in Python" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -2660,7 +2542,6 @@ files = [ name = "oauthlib" version = "3.2.2" description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -2677,7 +2558,6 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"] name = "objsize" version = "0.6.1" description = "Traversal over Python's objects subtree and calculate the total size of the subtree in bytes (deep size)." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2692,7 +2572,6 @@ dev = ["black", "bumpver", "coveralls", "isort", "pip-tools", "pytest", "pytest- name = "opt-einsum" version = "3.3.0" description = "Optimizing numpys einsum function" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -2711,7 +2590,6 @@ tests = ["pytest", "pytest-cov", "pytest-pep8"] name = "orjson" version = "3.9.2" description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2767,7 +2645,6 @@ files = [ name = "overrides" version = "7.3.1" description = "A decorator to automatically detect mismatch when overriding a method." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -2779,7 +2656,6 @@ files = [ name = "packaging" version = "23.1" description = "Core utilities for Python packages" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2791,7 +2667,6 @@ files = [ name = "pandas" version = "1.5.3" description = "Powerful data structures for data analysis, time series, and statistics" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -2840,7 +2715,6 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"] name = "pandocfilters" version = "1.5.0" description = "Utilities for writing pandoc filters in python" -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -2852,7 +2726,6 @@ files = [ name = "parso" version = "0.8.3" description = "A Python Parser" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -2868,7 +2741,6 @@ testing = ["docopt", "pytest (<6.0.0)"] name = "pathspec" version = "0.11.1" description = "Utility library for gitignore style pattern matching of file paths." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2880,7 +2752,6 @@ files = [ name = "pexpect" version = "4.8.0" description = "Pexpect allows easy control of interactive console applications." -category = "dev" optional = false python-versions = "*" files = [ @@ -2895,7 +2766,6 @@ ptyprocess = ">=0.5" name = "pickleshare" version = "0.7.5" description = "Tiny 'shelve'-like database with concurrency support" -category = "dev" optional = false python-versions = "*" files = [ @@ -2907,7 +2777,6 @@ files = [ name = "pillow" version = "9.5.0" description = "Python Imaging Library (Fork)" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2987,7 +2856,6 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa name = "pkgutil-resolve-name" version = "1.3.10" description = "Resolve a name to an object." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -2999,7 +2867,6 @@ files = [ name = "platformdirs" version = "3.9.1" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3015,7 +2882,6 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest- name = "prometheus-client" version = "0.17.1" description = "Python client for the Prometheus monitoring system." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -3030,7 +2896,6 @@ twisted = ["twisted"] name = "prompt-toolkit" version = "3.0.39" description = "Library for building powerful interactive command lines in Python" -category = "dev" optional = false python-versions = ">=3.7.0" files = [ @@ -3045,7 +2910,6 @@ wcwidth = "*" name = "proto-plus" version = "1.22.3" description = "Beautiful, Pythonic protocol buffers." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -3063,7 +2927,6 @@ testing = ["google-api-core[grpc] (>=1.31.5)"] name = "protobuf" version = "4.23.4" description = "" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3086,7 +2949,6 @@ files = [ name = "psutil" version = "5.9.5" description = "Cross-platform lib for process and system monitoring in Python." -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -3113,7 +2975,6 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"] name = "ptyprocess" version = "0.7.0" description = "Run a subprocess in a pseudo terminal" -category = "dev" optional = false python-versions = "*" files = [ @@ -3125,7 +2986,6 @@ files = [ name = "pure-eval" version = "0.2.2" description = "Safely evaluate AST nodes without side effects" -category = "dev" optional = false python-versions = "*" files = [ @@ -3140,7 +3000,6 @@ tests = ["pytest"] name = "pyarrow" version = "11.0.0" description = "Python library for Apache Arrow" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3178,7 +3037,6 @@ numpy = ">=1.16.6" name = "pyasn1" version = "0.5.0" description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)" -category = "dev" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" files = [ @@ -3190,7 +3048,6 @@ files = [ name = "pyasn1-modules" version = "0.3.0" description = "A collection of ASN.1-based protocols modules" -category = "dev" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" files = [ @@ -3205,7 +3062,6 @@ pyasn1 = ">=0.4.6,<0.6.0" name = "pycparser" version = "2.21" description = "C parser in Python" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -3217,7 +3073,6 @@ files = [ name = "pydot" version = "1.4.2" description = "Python interface to Graphviz's Dot" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -3232,7 +3087,6 @@ pyparsing = ">=2.1.4" name = "pygments" version = "2.15.1" description = "Pygments is a syntax highlighting package written in Python." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3247,7 +3101,6 @@ plugins = ["importlib-metadata"] name = "pylint" version = "2.15.8" description = "python code static checker" -category = "dev" optional = false python-versions = ">=3.7.2" files = [ @@ -3274,7 +3127,6 @@ testutils = ["gitpython (>3)"] name = "pylint" version = "2.17.4" description = "python code static checker" -category = "dev" optional = false python-versions = ">=3.7.2" files = [ @@ -3301,7 +3153,6 @@ testutils = ["gitpython (>3)"] name = "pymdown-extensions" version = "10.1" description = "Extension pack for Python Markdown." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3317,7 +3168,6 @@ pyyaml = "*" name = "pymongo" version = "4.4.1" description = "Python driver for MongoDB " -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3412,7 +3262,6 @@ zstd = ["zstandard"] name = "pyparsing" version = "3.0.9" description = "pyparsing module - Classes and methods to define and execute parsing grammars" -category = "main" optional = false python-versions = ">=3.6.8" files = [ @@ -3427,7 +3276,6 @@ diagrams = ["jinja2", "railroad-diagrams"] name = "python-dateutil" version = "2.8.2" description = "Extensions to the standard Python datetime module" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" files = [ @@ -3442,7 +3290,6 @@ six = ">=1.5" name = "python-json-logger" version = "2.0.7" description = "A python library adding a json log formatter" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -3454,7 +3301,6 @@ files = [ name = "pytz" version = "2023.3" description = "World timezone definitions, modern and historical" -category = "main" optional = false python-versions = "*" files = [ @@ -3466,7 +3312,6 @@ files = [ name = "pywin32" version = "306" description = "Python for Window Extensions" -category = "dev" optional = false python-versions = "*" files = [ @@ -3490,7 +3335,6 @@ files = [ name = "pywinpty" version = "2.0.11" description = "Pseudo terminal support for Windows from Python." -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -3505,7 +3349,6 @@ files = [ name = "pyyaml" version = "6.0.1" description = "YAML parser and emitter for Python" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -3555,7 +3398,6 @@ files = [ name = "pyyaml-env-tag" version = "0.1" description = "A custom YAML tag for referencing environment variables in YAML files. " -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -3570,7 +3412,6 @@ pyyaml = "*" name = "pyzmq" version = "25.1.0" description = "Python bindings for 0MQ" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -3660,7 +3501,6 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""} name = "referencing" version = "0.30.0" description = "JSON Referencing + Python" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -3676,7 +3516,6 @@ rpds-py = ">=0.7.0" name = "regex" version = "2023.6.3" description = "Alternative regular expression module, to replace re." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -3774,7 +3613,6 @@ files = [ name = "requests" version = "2.31.0" description = "Python HTTP for Humans." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3796,7 +3634,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] name = "requests-oauthlib" version = "1.3.1" description = "OAuthlib authentication support for Requests." -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -3815,7 +3652,6 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"] name = "rfc3339-validator" version = "0.1.4" description = "A pure python RFC3339 validator" -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ @@ -3830,7 +3666,6 @@ six = "*" name = "rfc3986-validator" version = "0.1.1" description = "Pure python rfc3986 validator" -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ @@ -3842,7 +3677,6 @@ files = [ name = "rpds-py" version = "0.9.2" description = "Python bindings to Rust's persistent data structures (rpds)" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -3949,7 +3783,6 @@ files = [ name = "rsa" version = "4.9" description = "Pure-Python RSA implementation" -category = "dev" optional = false python-versions = ">=3.6,<4" files = [ @@ -3964,7 +3797,6 @@ pyasn1 = ">=0.1.3" name = "send2trash" version = "1.8.2" description = "Send file to trash natively under Mac OS X, Windows and Linux" -category = "dev" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" files = [ @@ -3981,7 +3813,6 @@ win32 = ["pywin32"] name = "setuptools" version = "68.0.0" description = "Easily download, build, install, upgrade, and uninstall Python packages" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3998,7 +3829,6 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs ( name = "six" version = "1.16.0" description = "Python 2 and 3 compatibility utilities" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" files = [ @@ -4010,7 +3840,6 @@ files = [ name = "sniffio" version = "1.3.0" description = "Sniff out which async library your code is running under" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -4022,7 +3851,6 @@ files = [ name = "soupsieve" version = "2.4.1" description = "A modern CSS selector implementation for Beautiful Soup." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4034,7 +3862,6 @@ files = [ name = "stack-data" version = "0.6.2" description = "Extract data from python stack frames and tracebacks for informative displays" -category = "dev" optional = false python-versions = "*" files = [ @@ -4054,7 +3881,6 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"] name = "tensorboard" version = "2.13.0" description = "TensorBoard lets you watch Tensors Flow" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -4079,7 +3905,6 @@ wheel = ">=0.26" name = "tensorboard-data-server" version = "0.7.1" description = "Fast data loading for TensorBoard" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4092,7 +3917,6 @@ files = [ name = "tensorflow" version = "2.13.0" description = "TensorFlow is an open source machine learning framework for everyone." -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -4145,7 +3969,6 @@ wrapt = ">=1.11.0" name = "tensorflow-estimator" version = "2.13.0" description = "TensorFlow Estimator." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4156,7 +3979,6 @@ files = [ name = "tensorflow-io-gcs-filesystem" version = "0.32.0" description = "TensorFlow IO" -category = "dev" optional = false python-versions = ">=3.7, <3.12" files = [ @@ -4187,7 +4009,6 @@ tensorflow-rocm = ["tensorflow-rocm (>=2.12.0,<2.13.0)"] name = "termcolor" version = "2.3.0" description = "ANSI color formatting for output in terminal" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4202,7 +4023,6 @@ tests = ["pytest", "pytest-cov"] name = "terminado" version = "0.17.1" description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4223,7 +4043,6 @@ test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"] name = "tinycss2" version = "1.2.1" description = "A tiny CSS parser" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4242,7 +4061,6 @@ test = ["flake8", "isort", "pytest"] name = "toml" version = "0.10.2" description = "Python Library for Tom's Obvious, Minimal Language" -category = "dev" optional = false python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" files = [ @@ -4254,7 +4072,6 @@ files = [ name = "tomli" version = "2.0.1" description = "A lil' TOML parser" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4266,7 +4083,6 @@ files = [ name = "tomlkit" version = "0.11.8" description = "Style preserving TOML library" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4278,7 +4094,6 @@ files = [ name = "tornado" version = "6.3.2" description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed." -category = "dev" optional = false python-versions = ">= 3.8" files = [ @@ -4299,7 +4114,6 @@ files = [ name = "traitlets" version = "5.9.0" description = "Traitlets Python configuration system" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4315,7 +4129,6 @@ test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"] name = "typing-extensions" version = "4.5.0" description = "Backported and Experimental Type Hints for Python 3.7+" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -4327,7 +4140,6 @@ files = [ name = "uri-template" version = "1.3.0" description = "RFC 6570 URI Template Processor" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4342,7 +4154,6 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake name = "urllib3" version = "1.26.16" description = "HTTP library with thread-safe connection pooling, file post, and more." -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*" files = [ @@ -4359,7 +4170,6 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"] name = "watchdog" version = "3.0.0" description = "Filesystem events monitoring" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4399,7 +4209,6 @@ watchmedo = ["PyYAML (>=3.10)"] name = "wcwidth" version = "0.2.6" description = "Measures the displayed width of unicode strings in a terminal" -category = "dev" optional = false python-versions = "*" files = [ @@ -4411,7 +4220,6 @@ files = [ name = "webcolors" version = "1.13" description = "A library for working with the color formats defined by HTML and CSS." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4427,7 +4235,6 @@ tests = ["pytest", "pytest-cov"] name = "webencodings" version = "0.5.1" description = "Character encoding aliases for legacy web content" -category = "dev" optional = false python-versions = "*" files = [ @@ -4439,7 +4246,6 @@ files = [ name = "websocket-client" version = "1.6.1" description = "WebSocket client for Python with low level API options" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4456,7 +4262,6 @@ test = ["websockets"] name = "werkzeug" version = "2.3.6" description = "The comprehensive WSGI web application library." -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -4474,7 +4279,6 @@ watchdog = ["watchdog (>=2.3)"] name = "wheel" version = "0.40.0" description = "A built-package format for Python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4489,7 +4293,6 @@ test = ["pytest (>=6.0.0)"] name = "wrapt" version = "1.15.0" description = "Module for decorators, wrappers and monkey patching." -category = "dev" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" files = [ @@ -4574,7 +4377,6 @@ files = [ name = "xyzservices" version = "2023.7.0" description = "Source of XYZ tiles providers" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -4586,7 +4388,6 @@ files = [ name = "zipp" version = "3.16.2" description = "Backport of pathlib-compatible object wrapper for zip files" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -4602,7 +4403,6 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p name = "zstandard" version = "0.21.0" description = "Zstandard bindings for Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -4664,4 +4464,4 @@ tensorflow = [] [metadata] lock-version = "2.0" python-versions = "^3.8,<3.12" -content-hash = "35487f8409f5479c531a219223a750e829b1e88cd25366d61f7aeb2f03c520cc" +content-hash = "8d356dd1a5a7c3979f8221ed480b63d6f60d360c23109d276cf5567db84363ed" diff --git a/pyproject.toml b/pyproject.toml index 8b6189869..409099173 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -38,7 +38,8 @@ absl-py = "^1.3.0" protobuf = "^4.21.12" pandas = "^1.5.2" matplotlib = "^3.7.1" -apache-beam = {version = "^2.48.0", optional = true} +apache-beam = { version = "^2.48.0", optional = true } +mkdocstrings-python = "^1.2.1" [tool.poetry.group.dev.dependencies] black = "^22.12.0" @@ -56,7 +57,6 @@ mkdocs-section-index = "^0.3.5" mkdocs-jupyter = "^0.24.1" bokeh = "^3.1.0" ipykernel = "^6.22.0" -griffe = "0.26.0" jupyterlab = "^4.0.0" mkdocs-exclude-search = "^0.6.5" apache-beam = "^2.48.0" diff --git a/temporian/BUILD b/temporian/BUILD index 3172c9e61..85666e97f 100644 --- a/temporian/BUILD +++ b/temporian/BUILD @@ -19,47 +19,13 @@ py_library( "//temporian/core/data:duration", "//temporian/core/data:node", "//temporian/core/data:schema", - "//temporian/core/operators:add_index", - "//temporian/core/operators:begin", - "//temporian/core/operators:cast", - "//temporian/core/operators:drop_index", - "//temporian/core/operators:end", - "//temporian/core/operators:enumerate", - "//temporian/core/operators:filter", "//temporian/core/operators:glue", - "//temporian/core/operators:join", - "//temporian/core/operators:lag", - "//temporian/core/operators:leak", - "//temporian/core/operators:prefix", - "//temporian/core/operators:propagate", - "//temporian/core/operators:rename", - "//temporian/core/operators:resample", - "//temporian/core/operators:select", - "//temporian/core/operators:since_last", - "//temporian/core/operators:tick", - "//temporian/core/operators:timestamps", "//temporian/core/operators:unary", - "//temporian/core/operators:unique_timestamps", "//temporian/core/operators/binary:arithmetic", "//temporian/core/operators/binary:logical", "//temporian/core/operators/binary:relational", - "//temporian/core/operators/calendar:day_of_month", - "//temporian/core/operators/calendar:day_of_week", - "//temporian/core/operators/calendar:day_of_year", - "//temporian/core/operators/calendar:hour", - "//temporian/core/operators/calendar:iso_week", - "//temporian/core/operators/calendar:minute", - "//temporian/core/operators/calendar:month", - "//temporian/core/operators/calendar:second", - "//temporian/core/operators/calendar:year", "//temporian/core/operators/scalar:arithmetic_scalar", "//temporian/core/operators/scalar:relational_scalar", - "//temporian/core/operators/window:moving_count", - "//temporian/core/operators/window:moving_max", - "//temporian/core/operators/window:moving_min", - "//temporian/core/operators/window:moving_standard_deviation", - "//temporian/core/operators/window:moving_sum", - "//temporian/core/operators/window:simple_moving_average", "//temporian/implementation/numpy/data:event_set", "//temporian/implementation/numpy/data:io", "//temporian/implementation/numpy/data:plotter", diff --git a/temporian/__init__.py b/temporian/__init__.py index a0fa7a5ce..a86d57353 100644 --- a/temporian/__init__.py +++ b/temporian/__init__.py @@ -85,30 +85,9 @@ # Types from temporian.core.typing import EventSetOrNode - # --- OPERATORS --- -from temporian.core.operators.add_index import add_index -from temporian.core.operators.add_index import set_index -from temporian.core.operators.begin import begin -from temporian.core.operators.cast import cast -from temporian.core.operators.drop_index import drop_index -from temporian.core.operators.end import end -from temporian.core.operators.filter import filter from temporian.core.operators.glue import glue -from temporian.core.operators.join import join -from temporian.core.operators.lag import lag -from temporian.core.operators.leak import leak -from temporian.core.operators.prefix import prefix -from temporian.core.operators.propagate import propagate -from temporian.core.operators.rename import rename -from temporian.core.operators.resample import resample -from temporian.core.operators.select import select -from temporian.core.operators.since_last import since_last -from temporian.core.operators.tick import tick -from temporian.core.operators.unique_timestamps import unique_timestamps -from temporian.core.operators.timestamps import timestamps -from temporian.core.operators.enumerate import enumerate # Binary operators from temporian.core.operators.binary.arithmetic import add @@ -130,17 +109,6 @@ from temporian.core.operators.binary.logical import logical_or from temporian.core.operators.binary.logical import logical_xor -# Calendar operators -from temporian.core.operators.calendar.day_of_month import calendar_day_of_month -from temporian.core.operators.calendar.day_of_week import calendar_day_of_week -from temporian.core.operators.calendar.day_of_year import calendar_day_of_year -from temporian.core.operators.calendar.hour import calendar_hour -from temporian.core.operators.calendar.iso_week import calendar_iso_week -from temporian.core.operators.calendar.minute import calendar_minute -from temporian.core.operators.calendar.month import calendar_month -from temporian.core.operators.calendar.second import calendar_second -from temporian.core.operators.calendar.year import calendar_year - # Scalar operators from temporian.core.operators.scalar.arithmetic_scalar import add_scalar from temporian.core.operators.scalar.arithmetic_scalar import subtract_scalar @@ -164,15 +132,6 @@ from temporian.core.operators.unary import abs from temporian.core.operators.unary import log -# Window operators -from temporian.core.operators.window.simple_moving_average import simple_moving_average -from temporian.core.operators.window.moving_standard_deviation import moving_standard_deviation -from temporian.core.operators.window.moving_sum import cumsum -from temporian.core.operators.window.moving_sum import moving_sum -from temporian.core.operators.window.moving_count import moving_count -from temporian.core.operators.window.moving_min import moving_min -from temporian.core.operators.window.moving_max import moving_max - # Remove automatic file tree symbols from public API # pylint: disable=undefined-variable del proto diff --git a/temporian/beam/evaluation.py b/temporian/beam/evaluation.py index 6353f5286..c40f3a5bc 100644 --- a/temporian/beam/evaluation.py +++ b/temporian/beam/evaluation.py @@ -40,7 +40,7 @@ def run( # Create a graph. input_node = tp.input_node([("a", tp.str_), ("b", tp.float32)]) - output_node = tp.moving_sum(input_node["b"], 4) + output_node = input_node["b"].moving_sum(4) with beam.Pipeline() as pipeline: (pipeline @@ -85,8 +85,8 @@ def run_multi_io( # Create a graph. input_node_1 = tp.input_node([("a", tp.float32)]) input_node_2 = tp.input_node([("b", tp.float32)]) - output_node_1 = tp.moving_sum(input_node_1, 4) - output_node_2 = tp.moving_sum(input_node_2, 4) + output_node_1 = input_node_1.moving_sum(4) + output_node_2 = input_node_2.moving_sum(4) with beam.Pipeline() as p: input_beam_1 = p | tpb.read_csv(input_path_1, input_node_1.schema) diff --git a/temporian/beam/test/BUILD b/temporian/beam/test/BUILD index 7cb9079a9..e38709d8a 100644 --- a/temporian/beam/test/BUILD +++ b/temporian/beam/test/BUILD @@ -42,7 +42,7 @@ py_library( srcs = ["utils.py"], srcs_version = "PY3", deps = [ - # already_there/absl/testing:absltest + # already_there/absl # already_there/apache_beam "//temporian/beam:io", "//temporian/beam:evaluation", diff --git a/temporian/core/BUILD b/temporian/core/BUILD index e08162a3a..e7bd5cb9c 100644 --- a/temporian/core/BUILD +++ b/temporian/core/BUILD @@ -71,17 +71,18 @@ py_library( srcs = ["compilation.py"], srcs_version = "PY3", deps = [ - ":typing", "//temporian/core/data:node", "//temporian/implementation/numpy/data:event_set", ], ) py_library( - name = "mixins", - srcs = ["mixins.py"], + name = "event_set_ops", + srcs = ["event_set_ops.py"], srcs_version = "PY3", - deps = [], + deps = [ + "//temporian/core/data:duration", + ], ) py_library( @@ -89,6 +90,8 @@ py_library( srcs = ["typing.py"], srcs_version = "PY3", deps = [ + "//temporian/core:event_set_ops", + "//temporian/core/data:dtype", "//temporian/core/data:node", "//temporian/implementation/numpy/data:event_set", ], diff --git a/temporian/core/compilation.py b/temporian/core/compilation.py index aca27016a..83b4335e1 100644 --- a/temporian/core/compilation.py +++ b/temporian/core/compilation.py @@ -51,7 +51,7 @@ def compile(fn: Optional[F] = None, *, verbose: int = 0) -> F: ```python >>> @tp.compile ... def f(x: EventSetNode, y: EventSetNode) -> EventSetNode: - ... return tp.cumsum(tp.prefix(x, "pre_")) + y + ... return x.prefix("pre_").cumsum() + y >>> evset = tp.event_set( ... timestamps=[1, 2, 3], @@ -68,7 +68,7 @@ def compile(fn: Optional[F] = None, *, verbose: int = 0) -> F: ```python >>> @tp.compile(verbose=1) ... def f(x: EventSetNode) -> EventSetNode: - ... return tp.prefix(x, "pre_") + ... return x.prefix("pre_") ``` diff --git a/temporian/core/data/BUILD b/temporian/core/data/BUILD index 775592d33..954210663 100644 --- a/temporian/core/data/BUILD +++ b/temporian/core/data/BUILD @@ -19,7 +19,7 @@ py_library( deps = [ ":dtype", ":schema", - "//temporian/core:mixins", + "//temporian/core:event_set_ops", "//temporian/utils:string", ], ) diff --git a/temporian/core/data/duration.py b/temporian/core/data/duration.py index c47753fa6..d0b74af3d 100644 --- a/temporian/core/data/duration.py +++ b/temporian/core/data/duration.py @@ -46,7 +46,7 @@ def milliseconds(value: Union[int, float]) -> Duration: ... timestamps=[0.5, 1.0, 1.2], ... features={"f1": [1, 5, -5]} ... ) - >>> tp.moving_sum(a, window_length=duration) + >>> a.moving_sum(window_length=duration) indexes: ... timestamps: [0.5 1. 1.2] 'f1': [1 5 0] @@ -81,7 +81,7 @@ def seconds(value: Union[int, float]) -> Duration: ... timestamps=[1, 2, 6], ... features={"f1": [1, 5, -5]}, ... ) - >>> tp.moving_sum(a, window_length=duration) + >>> a.moving_sum(window_length=duration) indexes: ... timestamps: [1. 2. 6.] 'f1': [ 1 6 -5] @@ -109,7 +109,7 @@ def minutes(value: Union[int, float]) -> Duration: >>> # Usage in a window operation >>> a = tp.event_set(timestamps=timestamps, features={"f1": [1, 5, -5]}) - >>> tp.moving_sum(a, window_length=tp.duration.minutes(6)) + >>> a.moving_sum(window_length=tp.duration.minutes(6)) indexes: ... timestamps: [ 300. 600. 1800.] 'f1': [ 1 6 -5] @@ -137,7 +137,7 @@ def hours(value: Union[int, float]) -> Duration: >>> # Usage in a window operation >>> a = tp.event_set(timestamps=timestamps, features={"f1": [1, 5, -5]}) - >>> tp.moving_sum(a, window_length=tp.duration.hours(2)) + >>> a.moving_sum(window_length=tp.duration.hours(2)) indexes: ... timestamps: [ 3600. 7200. 36000.] 'f1': [ 1 6 -5] @@ -165,7 +165,7 @@ def days(value: Union[int, float]) -> Duration: ... features={"f1": [1, 5, -5]} ... ) - >>> tp.moving_sum(a, window_length=tp.duration.days(2)) + >>> a.moving_sum(window_length=tp.duration.days(2)) indexes: ... timestamps: [1.5778e+09 1.5779e+09 1.5804e+09] 'f1': [ 1 6 -5] @@ -192,7 +192,7 @@ def weeks(value: Union[int, float]) -> Duration: ... features={"f1": [1, 5, -5]} ... ) - >>> tp.moving_sum(a, window_length=tp.duration.weeks(2)) + >>> a.moving_sum(window_length=tp.duration.weeks(2)) indexes: ... timestamps: [1.5778e+09 1.5784e+09 1.5804e+09] 'f1': [ 1 6 -5] diff --git a/temporian/core/data/node.py b/temporian/core/data/node.py index d5cead95c..201d02348 100644 --- a/temporian/core/data/node.py +++ b/temporian/core/data/node.py @@ -20,7 +20,7 @@ from temporian.core.data.dtype import DType, IndexDType from temporian.core.data.schema import Schema, FeatureSchema, IndexSchema -from temporian.core.mixins import EventSetOperationsMixin +from temporian.core.event_set_ops import EventSetOperations from temporian.utils import string if TYPE_CHECKING: @@ -28,12 +28,12 @@ from temporian.core.typing import EventSetCollection, NodeToEventSetMapping -class EventSetNode(EventSetOperationsMixin): +class EventSetNode(EventSetOperations): """An EventSetNode is a reference to the input/output of ops in a compute graph. Use [`tp.input_node()`][temporian.input_node] to create an EventSetNode - manually, or use [`event_set.node()`][temporian.EventSet.node] to create an + manually, or use [`EventSet.node()`][temporian.EventSet.node] to create an EventSetNode compatible with a given [`EventSet`][temporian.EventSet]. A EventSetNode does not contain any data. Use @@ -139,7 +139,7 @@ def check_same_sampling(self, other: EventSetNode): " the same sampling, use the argument `same_sampling_as` of" " `tp.event_set` or `tp.input_node`. To align the sampling of" " two EventSets with same indexes but different sampling," - " use the operator `tp.resample`." + " use `EventSet.resample()`." ) def run( diff --git a/temporian/core/data/test/node_test.py b/temporian/core/data/test/node_test.py index e94333b69..1cc77759b 100644 --- a/temporian/core/data/test/node_test.py +++ b/temporian/core/data/test/node_test.py @@ -29,7 +29,7 @@ def test_run_input(self): def test_run_single_operator(self): evset = utils.create_input_event_set() - result = tp.simple_moving_average(evset.node(), 10) + result = evset.node().simple_moving_average(10) result = result.run(evset) self.assertIsInstance(result, EventSet) diff --git a/temporian/core/evaluation.py b/temporian/core/evaluation.py index 6743e5f62..302a80a18 100644 --- a/temporian/core/evaluation.py +++ b/temporian/core/evaluation.py @@ -50,7 +50,7 @@ def run( ```python >>> input_evset = tp.event_set(timestamps=[1, 2, 3], features={"f": [0, 4, 10]}) >>> input_node = input_evset.node() - >>> output_node = tp.moving_sum(input_node, 5) + >>> output_node = input_node.moving_sum(5) >>> output_evset = tp.run(output_node, input_evset) >>> # Equivalent @@ -73,7 +73,7 @@ def run( >>> input_1 = evset_1.node() >>> input_2 = evset_2.node() >>> step_1 = input_1 + input_2 - >>> step_2 = tp.simple_moving_average(step_1, 2) + >>> step_2 = step_1.simple_moving_average(2) >>> # Get step_1 and step_2 at once >>> evset_step_1, evset_step_2 = tp.run([step_1, step_2], @@ -290,15 +290,15 @@ def has_leak( Tests if a [`EventSetNode`][temporian.EventSetNode] or collection of nodes depends on the only operator that can introduce future leakage: - [`tp.leak()`][temporian.leak]. + [`EventSet.leak()`][temporian.EventSet.leak]. Single input output example: ```python >>> a = tp.input_node([("f", float)]) - >>> b = tp.moving_sum(a, 5) - >>> c = tp.leak(b, 6) - >>> d = tp.prefix(c, "my_prefix_") - >>> e = tp.moving_sum(d, 7) + >>> b = a.moving_sum(5) + >>> c = b.leak(6) + >>> d = c.prefix("my_prefix_") + >>> e = d.moving_sum(7) >>> # The computation of "e" contains a leak. >>> tp.has_leak(e) True @@ -318,7 +318,7 @@ def has_leak( Returns: True if and only if the computation of `output` from `inputs` depends - on a [`tp.leak()`][temporian.leak] operator. + on a [`EventSet.leak()`][temporian.EventSet.leak] operator. """ if input is None: diff --git a/temporian/core/event_set_ops.py b/temporian/core/event_set_ops.py new file mode 100644 index 000000000..ea81eae25 --- /dev/null +++ b/temporian/core/event_set_ops.py @@ -0,0 +1,2187 @@ +# Copyright 2021 Google LLC. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# https://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# pylint: disable=import-outside-toplevel + + +from __future__ import annotations +from typing import Any, Dict, List, Optional, Union, TYPE_CHECKING + +from temporian.core.data.duration import Duration + + +if TYPE_CHECKING: + from temporian.core.typing import EventSetOrNode, TypeOrDType + +T_SCALAR = (int, float) + + +class EventSetOperations: + """Mixin class for EventSet-like classes. + + Defines the methods that can be called on both EventSets and EventSetNodes + interchangeably. + """ + + @property + def _clsname(self) -> str: + """Shortcut that returns the class' name.""" + return self.__class__.__name__ + + ################# + # MAGIC METHODS # + ################# + + def __getitem__(self, feature_names: Union[str, List[str]]): + """Creates an EventSet with a subset of the features.""" + + from temporian.core.operators.select import select + + return select(self, feature_names) + + def __setitem__(self, feature_names: Any, value: Any) -> None: + """Fails, features cannot be assigned.""" + + raise TypeError( + f"Cannot assign features to an existing {self._clsname}. New" + f" {self._clsname}s should be created instead. Check out the" + " `tp.glue()` operator to combine features from several" + f" {self._clsname}s." + ) + + def __bool__(self) -> None: + """Catches bool evaluation with an error message.""" + + # Called on "if node" or "if evset" conditions + # TODO: modify to similar numpy msg if we implement .any() or .all() + raise ValueError( + f"The truth value of a {self._clsname} is ambiguous. Check" + f" condition element-wise or use the `{self._clsname}.cast()`" + " operator to convert to boolean." + ) + + def _raise_error( + self, op_name: str, other: Any, allowed_types: str + ) -> None: + """Raises an error message. + + This utility method is used in operator implementations, e.g., +, - *. + """ + + raise ValueError( + f"Cannot {op_name} {self._clsname} and {type(other)} objects. Only" + f" {self._clsname} or values of type ({allowed_types}) are" + " supported." + ) + + def __ne__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import not_equal + + return not_equal(input_1=self, input_2=other) + + if isinstance(other, T_SCALAR + (bool, str)): + from temporian.core.operators.scalar import not_equal_scalar + + return not_equal_scalar(input=self, value=other) + + self._raise_error("ne", other, "int,float,bool,str") + assert False + + def __add__(self, other: Any): + # TODO: In this and other operants, factor code and add support for + # swapping operators (e.g. a+1, a+b, 1+a). + + if isinstance(other, self.__class__): + from temporian.core.operators.binary import add + + return add(input_1=self, input_2=other) + + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import add_scalar + + return add_scalar(input=self, value=other) + + self._raise_error("add", other, "int,float") + assert False + + def __radd__(self, other: Any): + return self.__add__(other) + + def __sub__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import subtract + + return subtract(input_1=self, input_2=other) + + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import ( + subtract_scalar, + ) + + return subtract_scalar(minuend=self, subtrahend=other) + + self._raise_error("subtract", other, "int,float") + assert False + + def __rsub__(self, other: Any): + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import ( + subtract_scalar, + ) + + return subtract_scalar(minuend=other, subtrahend=self) + + self._raise_error("subtract", other, "int,float") + assert False + + def __mul__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import multiply + + return multiply(input_1=self, input_2=other) + + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import ( + multiply_scalar, + ) + + return multiply_scalar(input=self, value=other) + + self._raise_error("multiply", other, "int,float") + assert False + + def __rmul__(self, other: Any): + return self.__mul__(other) + + def __neg__(self): + from temporian.core.operators.scalar import multiply_scalar + + return multiply_scalar(input=self, value=-1) + + def __invert__(self): + from temporian.core.operators.unary import invert + + return invert(input=self) + + def __abs__(self): + from temporian.core.operators.unary import abs + + return abs(input=self) + + def __truediv__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import divide + + return divide(numerator=self, denominator=other) + + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import divide_scalar + + return divide_scalar(numerator=self, denominator=other) + + self._raise_error("divide", other, "(int,float)") + assert False + + def __rtruediv__(self, other: Any): + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import divide_scalar + + return divide_scalar(numerator=other, denominator=self) + + self._raise_error("divide", other, "(int,float)") + assert False + + def __floordiv__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import floordiv + + return floordiv(numerator=self, denominator=other) + + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import ( + floordiv_scalar, + ) + + return floordiv_scalar(numerator=self, denominator=other) + + self._raise_error("floor_divide", other, "(int,float)") + assert False + + def __rfloordiv__(self, other: Any): + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import ( + floordiv_scalar, + ) + + return floordiv_scalar(numerator=other, denominator=self) + + self._raise_error("floor_divide", other, "(int,float)") + assert False + + def __pow__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import power + + return power(base=self, exponent=other) + + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import power_scalar + + return power_scalar(base=self, exponent=other) + + self._raise_error("exponentiate", other, "(int,float)") + assert False + + def __rpow__(self, other: Any): + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import power_scalar + + return power_scalar(base=other, exponent=self) + + self._raise_error("exponentiate", other, "(int,float)") + assert False + + def __mod__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import modulo + + return modulo(numerator=self, denominator=other) + + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import modulo_scalar + + return modulo_scalar(numerator=self, denominator=other) + + self._raise_error("compute modulo (%)", other, "(int,float)") + assert False + + def __rmod__(self, other: Any): + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import modulo_scalar + + return modulo_scalar(numerator=other, denominator=self) + + self._raise_error("compute modulo (%)", other, "(int,float)") + assert False + + def __gt__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import greater + + return greater(input_left=self, input_right=other) + + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import ( + greater_scalar, + ) + + return greater_scalar(input=self, value=other) + + self._raise_error("compare", other, "(int,float)") + assert False + + def __ge__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import greater_equal + + return greater_equal(input_left=self, input_right=other) + + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import ( + greater_equal_scalar, + ) + + return greater_equal_scalar(input=self, value=other) + + self._raise_error("compare", other, "(int,float)") + assert False + + def __lt__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import less + + return less(input_left=self, input_right=other) + + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import ( + less_scalar, + ) + + return less_scalar(input=self, value=other) + + self._raise_error("compare", other, "(int,float)") + assert False + + def __le__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import less_equal + + return less_equal(input_left=self, input_right=other) + + if isinstance(other, T_SCALAR): + from temporian.core.operators.scalar import ( + less_equal_scalar, + ) + + return less_equal_scalar(input=self, value=other) + + self._raise_error("compare", other, "(int,float)") + assert False + + def _raise_bool_error(self, boolean_op: str, other: Any) -> None: + raise ValueError( + f"Cannot compute '{self._clsname} {boolean_op} {type(other)}'. " + f"Only {self._clsname}s with boolean features are supported." + ) + + def __and__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import logical_and + + return logical_and(input_1=self, input_2=other) + + self._raise_bool_error("&", other) + assert False + + def __or__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import logical_or + + return logical_or(input_1=self, input_2=other) + + self._raise_bool_error("|", other) + assert False + + def __xor__(self, other: Any): + if isinstance(other, self.__class__): + from temporian.core.operators.binary import logical_xor + + return logical_xor(input_1=self, input_2=other) + + self._raise_bool_error("^", other) + assert False + + ############# + # OPERATORS # + ############# + + def add_index( + self: EventSetOrNode, indexes: Union[str, List[str]] + ) -> EventSetOrNode: + """Adds indexes to an [`EventSet`][temporian.EventSet]. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=[1, 2, 1, 0, 1, 1], + ... features={ + ... "f1": [1, 1, 1, 2, 2, 2], + ... "f2": [1, 1, 2, 1, 1, 2], + ... "f3": [1, 1, 1, 1, 1, 1] + ... }, + ... ) + + >>> # No index + >>> a + indexes: [] + features: [('f1', int64), ('f2', int64), ('f3', int64)] + events: + (6 events): + timestamps: [0. 1. 1. 1. 1. 2.] + 'f1': [2 1 1 2 2 1] + 'f2': [1 1 2 1 2 1] + 'f3': [1 1 1 1 1 1] + ... + + >>> # Add only "f1" as index + >>> b = a.add_index("f1") + >>> b + indexes: [('f1', int64)] + features: [('f2', int64), ('f3', int64)] + events: + f1=1 (3 events): + timestamps: [1. 1. 2.] + 'f2': [1 2 1] + 'f3': [1 1 1] + f1=2 (3 events): + timestamps: [0. 1. 1.] + 'f2': [1 1 2] + 'f3': [1 1 1] + ... + + >>> # Add "f1" and "f2" as indices + >>> b = a.add_index(["f1", "f2"]) + >>> b + indexes: [('f1', int64), ('f2', int64)] + features: [('f3', int64)] + events: + f1=1 f2=1 (2 events): + timestamps: [1. 2.] + 'f3': [1 1] + f1=1 f2=2 (1 events): + timestamps: [1.] + 'f3': [1] + f1=2 f2=1 (2 events): + timestamps: [0. 1.] + 'f3': [1 1] + f1=2 f2=2 (1 events): + timestamps: [1.] + 'f3': [1] + ... + + ``` + + Args: + indexes: List of feature names (strings) that should be added to the + indexes. These feature names should already exist in the input. + + Returns: + EventSet with the extended index. + + Raises: + KeyError: If any of the specified `indexes` are not found in the input. + """ + from temporian.core.operators.add_index import add_index + + return add_index(self, indexes=indexes) + + def begin(self: EventSetOrNode) -> EventSetOrNode: + """Generates a single timestamp at the beginning of the + [`EventSet`][temporian.EventSet], per index group. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=[5, 6, 7, -1], + ... features={"f": [50, 60, 70, -10], "idx": [1, 1, 1, 2]}, + ... indexes=["idx"] + ... ) + + >>> a_ini = a.begin() + >>> a_ini + indexes: [('idx', int64)] + features: [] + events: + idx=1 (1 events): + timestamps: [5.] + idx=2 (1 events): + timestamps: [-1.] + ... + + ``` + + Returns: + A feature-less EventSet with a single timestamp per index group. + """ + from temporian.core.operators.begin import begin + + return begin(self) + + def calendar_day_of_month(self: EventSetOrNode) -> EventSetOrNode: + """Obtains the day of month the timestamps in an + [`EventSet`][temporian.EventSet]'s sampling are in. + + Features in the input are ignored, only the timestamps are used and + they must be unix timestamps (`is_unix_timestamp=True`). + + Output feature contains numbers between 1 and 31. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=["2023-02-04", "2023-02-20", "2023-03-01", "2023-05-07"], + ... ) + >>> b = a.calendar_day_of_month() + >>> b + indexes: ... + features: [('calendar_day_of_month', int32)] + events: + (4 events): + timestamps: [...] + 'calendar_day_of_month': [ 4 20 1 7] + ... + + ``` + + Returns: + EventSet with a single feature with the day of the month each timestamp + in `sampling` belongs to. + """ + from temporian.core.operators.calendar.day_of_month import ( + calendar_day_of_month, + ) + + return calendar_day_of_month(self) + + def calendar_day_of_week(self: EventSetOrNode) -> EventSetOrNode: + """Obtains the day of the week the timestamps in an + [`EventSet`][temporian.EventSet]'s sampling are in. + + Features in the input are ignored, only the timestamps are used and + they must be unix timestamps (`is_unix_timestamp=True`). + + Output feature contains numbers from 0 (Monday) to 6 (Sunday). + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=["2023-06-19", "2023-06-21", "2023-06-25", "2023-07-03"], + ... ) + >>> b = a.calendar_day_of_week() + >>> b + indexes: ... + features: [('calendar_day_of_week', int32)] + events: + (4 events): + timestamps: [...] + 'calendar_day_of_week': [0 2 6 0] + ... + + ``` + + Returns: + EventSet with a single feature with the day of the week each timestamp + in `sampling` belongs to. + """ + from temporian.core.operators.calendar.day_of_week import ( + calendar_day_of_week, + ) + + return calendar_day_of_week(self) + + def calendar_hour(self: EventSetOrNode) -> EventSetOrNode: + """Obtains the hour the timestamps in an + [`EventSet`][temporian.EventSet]'s sampling are in. + + Features in the input are ignored, only the timestamps are used and + they must be unix timestamps (`is_unix_timestamp=True`). + + Output feature contains numbers between 0 and 23. + + Usage example: + ```python + >>> from datetime import datetime + >>> a = tp.event_set( + ... timestamps=[datetime(2020,1,1,18,30), datetime(2020,1,1,23,59)], + ... ) + >>> b = a.calendar_hour() + >>> b + indexes: ... + features: [('calendar_hour', int32)] + events: + (2 events): + timestamps: [...] + 'calendar_hour': [18 23] + ... + + ``` + + Returns: + EventSet with a single feature with the hour each timestamp in `sampling` + belongs to. + """ + from temporian.core.operators.calendar.hour import calendar_hour + + return calendar_hour(self) + + def calendar_iso_week(self: EventSetOrNode) -> EventSetOrNode: + """Obtains the ISO week the timestamps in an + [`EventSet`][temporian.EventSet]'s sampling are in. + + Features in the input are ignored, only the timestamps are used and + they must be unix timestamps (`is_unix_timestamp=True`). + + Output feature contains numbers between 1 and 53. + + Usage example: + ```python + >>> a = tp.event_set( + ... # Note: 2023-01-01 is Sunday in the same week as 2022-12-31 + ... timestamps=["2022-12-31", "2023-01-01", "2023-01-02", "2023-12-20"], + ... ) + >>> b = a.calendar_iso_week() + >>> b + indexes: ... + features: [('calendar_iso_week', int32)] + events: + (4 events): + timestamps: [...] + 'calendar_iso_week': [52 52 1 51] + ... + + ``` + + Returns: + EventSet with a single feature with the ISO week each timestamp in + `sampling` belongs to. + """ + from temporian.core.operators.calendar.iso_week import calendar_iso_week + + return calendar_iso_week(self) + + def calendar_day_of_year(self: EventSetOrNode) -> EventSetOrNode: + """Obtains the day of year the timestamps in an + [`EventSet`][temporian.EventSet]'s sampling are in. + + Features in the input are ignored, only the timestamps are used and + they must be unix timestamps (`is_unix_timestamp=True`). + + Output feature contains numbers between 1 and 366. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=["2020-01-01", "2021-06-01", "2022-12-31", "2024-12-31"], + ... ) + >>> b = a.calendar_day_of_year() + >>> b + indexes: ... + features: [('calendar_day_of_year', int32)] + events: + (4 events): + timestamps: [...] + 'calendar_day_of_year': [ 1 152 365 366] + ... + + ``` + + Returns: + EventSet with a single feature with the day of the year each timestamp + in `sampling` belongs to. + """ + from temporian.core.operators.calendar.day_of_year import ( + calendar_day_of_year, + ) + + return calendar_day_of_year(self) + + def calendar_minute(self: EventSetOrNode) -> EventSetOrNode: + """Obtain the minute the timestamps in an + [`EventSet`][temporian.EventSet]'s sampling are in. + + Features in the input are ignored, only the timestamps are used and + they must be unix timestamps (`is_unix_timestamp=True`). + + Output feature contains numbers between + 0 and 59. + + Usage example: + ```python + >>> from datetime import datetime + >>> a = tp.event_set( + ... timestamps=[datetime(2020,1,1,18,30), datetime(2020,1,1,23,59)], + ... name='random_hours' + ... ) + >>> b = a.calendar_minute() + >>> b + indexes: ... + features: [('calendar_minute', int32)] + events: + (2 events): + timestamps: [...] + 'calendar_minute': [30 59] + ... + + ``` + + Returns: + EventSet with a single feature with the minute each timestamp in + `sampling` belongs to. + """ + from temporian.core.operators.calendar.minute import calendar_minute + + return calendar_minute(self) + + def calendar_month(self: EventSetOrNode) -> EventSetOrNode: + """Obtains the month the timestamps in an + [`EventSet`][temporian.EventSet]'s sampling are in. + + Features in the input are ignored, only the timestamps are used and + they must be unix timestamps (`is_unix_timestamp=True`). + + Output feature contains numbers between 1 and 12. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=["2023-02-04", "2023-02-20", "2023-03-01", "2023-05-07"], + ... name='special_events' + ... ) + >>> b = a.calendar_month() + >>> b + indexes: ... + features: [('calendar_month', int32)] + events: + (4 events): + timestamps: [...] + 'calendar_month': [2 2 3 5] + ... + + ``` + + Returns: + EventSet with a single feature with the month each timestamp in + `sampling` belongs to. + """ + from temporian.core.operators.calendar.month import calendar_month + + return calendar_month(self) + + def calendar_second(self: EventSetOrNode) -> EventSetOrNode: + """Obtains the second the timestamps in an + [`EventSet`][temporian.EventSet]'s sampling are in. + + Features in the input are ignored, only the timestamps are used and + they must be unix timestamps (`is_unix_timestamp=True`). + + Output feature contains numbers between 0 and 59. + + Usage example: + ```python + >>> from datetime import datetime + >>> a = tp.event_set( + ... timestamps=[datetime(2020,1,1,18,30,55), datetime(2020,1,1,23,59,0)], + ... name='random_hours' + ... ) + >>> b = a.calendar_second() + >>> b + indexes: ... + features: [('calendar_second', int32)] + events: + (2 events): + timestamps: [...] + 'calendar_second': [55 0] + ... + + ``` + + Returns: + EventSet with a single feature with the second each timestamp in + `sampling` belongs to. + """ + from temporian.core.operators.calendar.second import calendar_second + + return calendar_second(self) + + def calendar_year(self: EventSetOrNode) -> EventSetOrNode: + """Obtains the year the timestamps in an + [`EventSet`][temporian.EventSet]'s sampling are in. + + Features in the input are ignored, only the timestamps are used and + they must be unix timestamps (`is_unix_timestamp=True`). + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=["2021-02-04", "2022-02-20", "2023-03-01", "2023-05-07"], + ... name='random_moments' + ... ) + >>> b = a.calendar_year() + >>> b + indexes: ... + features: [('calendar_year', int32)] + events: + (4 events): + timestamps: [...] + 'calendar_year': [2021 2022 2023 2023] + ... + + ``` + + Returns: + EventSet with a single feature with the year each timestamp in + `sampling` belongs to. + """ + from temporian.core.operators.calendar.year import calendar_year + + return calendar_year(self) + + def cast( + self: EventSetOrNode, + target: Union[ + TypeOrDType, + Dict[str, TypeOrDType], + Dict[TypeOrDType, TypeOrDType], + ], + check_overflow: bool = True, + ) -> EventSetOrNode: + """Casts the data types of an [`EventSet`][temporian.EventSet]'s features. + + Features not impacted by cast are kept. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=[1, 2], + ... features={"A": [0, 2], "B": ['a', 'b'], "C": [5.0, 5.5]}, + ... ) + + >>> # Cast all input features to the same dtype + >>> b = a[["A", "C"]].cast(tp.float32) + >>> b + indexes: [] + features: [('A', float32), ('C', float32)] + events: + (2 events): + timestamps: [1. 2.] + 'A': [0. 2.] + 'C': [5. 5.5] + ... + + + >>> # Cast by feature name + >>> b = a.cast({'A': bool, 'C': int}) + >>> b + indexes: [] + features: [('A', bool_), ('B', str_), ('C', int64)] + events: + (2 events): + timestamps: [1. 2.] + 'A': [False True] + 'B': [b'a' b'b'] + 'C': [5 5] + ... + + >>> # Map original_dtype -> target_dtype + >>> b = a.cast({float: int, int: float}) + >>> b + indexes: [] + features: [('A', float64), ('B', str_), ('C', int64)] + events: + (2 events): + timestamps: [1. 2.] + 'A': [0. 2.] + 'B': [b'a' b'b'] + 'C': [5 5] + ... + + ``` + + Args: + target: Single dtype or a map. Providing a single dtype will cast all + columns to it. The mapping keys can be either feature names or the + original dtypes (and not both types mixed), and the values are the + target dtypes for them. All dtypes must be Temporian types (see + `dtype.py`). + check_overflow: Flag to check overflow when casting to a dtype with a + shorter range (e.g: `INT64`->`INT32`). Note that this check adds + some computation overhead. Defaults to `True`. + + Returns: + New EventSet (or the same if no features actually changed dtype), + with the same feature names as the input one, but with the new + dtypes as specified in `target`. + + Raises: + ValueError: If `check_overflow=True` and some value is out of the range + of the `target` dtype. + ValueError: If trying to cast a non-numeric string to numeric dtype. + ValueError: If `target` is not a dtype nor a mapping. + ValueError: If `target` is a mapping, but some of the keys are not a + dtype nor a feature in `input.feature_names`, or if those types are + mixed. + """ + from temporian.core.operators.cast import cast + + return cast(self, target=target, check_overflow=check_overflow) + + def cumsum( + self: EventSetOrNode, + ) -> EventSetOrNode: + """Computes the cumulative sum of values over each feature in an + [`EventSet`][temporian.EventSet]. + + Foreach timestamp, calculate the sum of the feature from the beginning. + Shorthand for `moving_sum(event, window_length=np.inf)`. + + Missing values are ignored. + + While the feature does not have any values (e.g., missing initial values), + outputs missing values. + + Example: + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1, 2, 5, 6, 7], + ... features={"value": [np.nan, 1, 5, 10, 15, 20]}, + ... ) + + >>> b = a.cumsum() + >>> b + indexes: ... + (6 events): + timestamps: [0. 1. 2. 5. 6. 7.] + 'value': [ 0. 1. 6. 16. 31. 51.] + ... + + ``` + + Returns: + Cumulative sum of each feature in `node`. + """ + from temporian.core.operators.window.moving_sum import cumsum + + return cumsum(self) + + def drop_index( + self: EventSetOrNode, + indexes: Optional[Union[str, List[str]]] = None, + keep: bool = True, + ) -> EventSetOrNode: + """Removes indexes from an [`EventSet`][temporian.EventSet]. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=[1, 2, 1, 0, 1, 1], + ... features={ + ... "f1": [1, 1, 1, 2, 2, 2], + ... "f2": [1, 1, 2, 1, 1, 2], + ... "f3": [1, 1, 1, 1, 1, 1] + ... }, + ... indexes=["f1", "f2"] + ... ) + + >>> # Both f1 and f2 are indices + >>> a + indexes: [('f1', int64), ('f2', int64)] + features: [('f3', int64)] + events: + f1=1 f2=1 (2 events): + timestamps: [1. 2.] + 'f3': [1 1] + f1=1 f2=2 (1 events): + timestamps: [1.] + 'f3': [1] + f1=2 f2=1 (2 events): + timestamps: [0. 1.] + 'f3': [1 1] + f1=2 f2=2 (1 events): + timestamps: [1.] + 'f3': [1] + ... + + >>> # Drop "f2", remove it from features + >>> b = a.drop_index("f2", keep=False) + >>> b + indexes: [('f1', int64)] + features: [('f3', int64)] + events: + f1=1 (3 events): + timestamps: [1. 1. 2.] + 'f3': [1 1 1] + f1=2 (3 events): + timestamps: [0. 1. 1.] + 'f3': [1 1 1] + ... + + >>> # Drop both indices, keep them as features + >>> b = a.drop_index(["f2", "f1"]) + >>> b + indexes: [] + features: [('f3', int64), ('f2', int64), ('f1', int64)] + events: + (6 events): + timestamps: [0. 1. 1. 1. 1. 2.] + 'f3': [1 1 1 1 1 1] + 'f2': [2 1 1 2 2 1] + 'f1': [1 2 1 2 1 1] + ... + + ``` + + Args: + indexes: Index column(s) to be removed from the input. This can be a + single column name (`str`) or a list of column names (`List[str]`). + If not specified or set to `None`, all indexes in the input will + be removed. Defaults to `None`. + keep: Flag indicating whether the removed indexes should be kept + as features in the output EventSet. Defaults to `True`. + + Returns: + EventSet with the specified indexes removed. If `keep` is set to + `True`, the removed indexes will be included as features in it. + + Raises: + ValueError: If an empty list is provided as the `index_names` argument. + KeyError: If any of the specified `index_names` are missing from + the input's index. + ValueError: If a feature name coming from the indexes already exists in + the input, and the `keep` flag is set to `True`. + """ + from temporian.core.operators.drop_index import drop_index + + return drop_index(self, indexes=indexes, keep=keep) + + def end(self: EventSetOrNode) -> EventSetOrNode: + """Generates a single timestamp at the end of an + [`EventSet`][temporian.EventSet], per index key. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=[5, 6, 7, 1], + ... features={"f": [50, 60, 70, 10], "idx": [1, 1, 1, 2]}, + ... indexes=["idx"] + ... ) + + >>> a_end = a.end() + >>> a_end + indexes: [('idx', int64)] + features: [] + events: + idx=1 (1 events): + timestamps: [7.] + idx=2 (1 events): + timestamps: [1.] + ... + + ``` + + Returns: + A feature-less EventSet with a single timestamp per index group. + """ + from temporian.core.operators.end import end + + return end(self) + + def enumerate(self: EventSetOrNode) -> EventSetOrNode: + """Create an `int64` feature with the ordinal position of each event in an + [`EventSet`][temporian.EventSet]. + + Each index group is enumerated independently. + + Usage: + ```python + >>> a = tp.event_set( + ... timestamps=[-1, 2, 3, 5, 0], + ... features={"cat": ["A", "A", "A", "A", "B"]}, + ... indexes=["cat"], + ... ) + >>> b = a.enumerate() + >>> b + indexes: [('cat', str_)] + features: [('enumerate', int64)] + events: + cat=b'A' (4 events): + timestamps: [-1. 2. 3. 5.] + 'enumerate': [0 1 2 3] + cat=b'B' (1 events): + timestamps: [0.] + 'enumerate': [0] + ... + + ``` + + Returns: + EventSet with a single feature with each event's ordinal position in + its index group. + """ + from temporian.core.operators.enumerate import enumerate + + return enumerate(self) + + def filter( + self: EventSetOrNode, + condition: Optional[EventSetOrNode] = None, + ) -> EventSetOrNode: + """Filters out events in an [`EventSet`][temporian.EventSet] for which a + condition is false. + + Each timestamp in the input is only kept if the corresponding value for that + timestamp in `condition` is `True`. + + the input and `condition` must have the same sampling, and `condition` must + have one single feature, of boolean type. + + filter(x) is equivalent to filter(x,x). filter(x) can be used to convert + a boolean mask into a timestamps. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1, 5, 6], + ... features={"f1": [0, 10, 50, 60], "f2": [50, 100, 500, 600]}, + ... ) + + >>> # Example boolean condition + >>> condition = a["f1"] > 20 + >>> condition + indexes: ... + timestamps: [0. 1. 5. 6.] + 'f1': [False False True True] + ... + + >>> # Filter only True timestamps + >>> filtered = a.filter(condition) + >>> filtered + indexes: ... + timestamps: [5. 6.] + 'f1': [50 60] + 'f2': [500 600] + ... + + ``` + + Args: + condition: EventSet with a single boolean feature. + + Returns: + Filtered EventSet. + """ + from temporian.core.operators.filter import filter + + return filter(self, condition=condition) + + def join( + self: EventSetOrNode, + other: EventSetOrNode, + how: str = "left", + on: Optional[str] = None, + ) -> EventSetOrNode: + """Join [`EventSets`][temporian.EventSet] with different samplings. + + Join features from two EventSets based on timestamps. Optionally, join on + timestamps and an extra `int64` feature. Joined EventSets should have the + same index and non-overlapping feature names. + + To concatenate EventSets with the same sampling, use + [`tp.glue()`][temporian.glue] instead. [`tp.glue()`][temporian.glue] is + almost free while [`EventSet.join()`][temporian.EventSet.join] can be expensive. + + To resample an EventSets according to another EventSets's sampling, use + [`EventSet.resample()`][temporian.EventSet.resample] instead. + + Example: + + ```python + >>> a = tp.event_set(timestamps=[0, 1, 2], features={"A": [0, 10, 20]}) + >>> b = tp.event_set(timestamps=[0, 2, 4], features={"B": [0., 2., 4.]}) + + >>> # Left join + >>> c = a.join(b) + >>> c + indexes: [] + features: [('A', int64), ('B', float64)] + events: + (3 events): + timestamps: [0. 1. 2.] + 'A': [ 0 10 20] + 'B': [ 0. nan 2.] + ... + + ``` + + Example with an index and feature join: + + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1, 1, 1], + ... features={ + ... "idx": [1, 1, 2, 2], + ... "match": [1, 2, 4, 5], + ... "A": [10, 20, 40, 50], + ... }, + ... indexes=["idx"] + ... ) + >>> b = tp.event_set( + ... timestamps=[0, 1, 0, 1, 1, 1], + ... features={ + ... "idx": [1, 1, 2, 2, 2, 2], + ... "match": [1, 2, 3, 4, 5, 6], + ... "B": [10., 20., 30., 40., 50., 60.], + ... }, + ... indexes=["idx"] + ... ) + + >>> # Join by index and 'match' + >>> c = a.join(b, on="match") + >>> c + indexes: [('idx', int64)] + features: [('match', int64), ('A', int64), ('B', float64)] + events: + idx=1 (2 events): + timestamps: [0. 1.] + 'match': [1 2] + 'A': [10 20] + 'B': [10. 20.] + idx=2 (2 events): + timestamps: [1. 1.] + 'match': [4 5] + 'A': [40 50] + 'B': [40. 50.] + ... + + ``` + + Args: + other: Right EventSet to join. + how: Whether to perform a `"left"`, `"inner"`, or `"outer"` join. + Currently, only `"left"` join is supported. + on: Optional extra int64 feature name to join on. + + Returns + """ + from temporian.core.operators.join import join + + return join(left=self, right=other, how=how, on=on) + + def lag(self: EventSetOrNode, duration: Duration) -> EventSetOrNode: + """Adds a delay to an [`EventSet`][temporian.EventSet]'s timestamps. + + In other words, shifts the timestamp values forwards in time. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1, 5, 6], + ... features={"value": [0, 1, 5, 6]}, + ... ) + + >>> b = a.lag(tp.duration.seconds(2)) + >>> b + indexes: ... + (4 events): + timestamps: [2. 3. 7. 8.] + 'value': [0 1 5 6] + ... + + ``` + + Args: + duration: Duration to lag by. + + Returns: + Lagged EventSet. + """ + from temporian.core.operators.lag import lag + + return lag(self, duration=duration) + + def leak(self: EventSetOrNode, duration: Duration) -> EventSetOrNode: + """Subtracts a duration from an [`EventSet`][temporian.EventSet]'s + timestamps. + + In other words, shifts the timestamp values backward in time. + + Note that this operator moves future data into the past, and should be used + with caution to prevent unwanted future leakage. For instance, this op + should generally not be used to compute the input features of a model. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1, 5, 6], + ... features={"value": [0, 1, 5, 6]}, + ... ) + + >>> b = a.leak(tp.duration.seconds(2)) + >>> b + indexes: ... + (4 events): + timestamps: [-2. -1. 3. 4.] + 'value': [0 1 5 6] + ... + + ``` + + Args: + duration: Duration to leak by. + + Returns: + Leaked EventSet. + """ + from temporian.core.operators.leak import leak + + return leak(self, duration=duration) + + def moving_count( + self: EventSetOrNode, + window_length: Duration, + sampling: Optional[EventSetOrNode] = None, + ) -> EventSetOrNode: + """Computes the number of values in a sliding window over an + [`EventSet`][temporian.EventSet]. + + For each t in sampling, and for each index and feature independently, + returns at time t the number of non-nan values for the feature in the window + (t - window_length, t]. + + If `sampling` is provided samples the moving window's value at each + timestamp in `sampling`, else samples it at each timestamp in the input. + + If the window does not contain any values (e.g., all the values are missing, + or the window does not contain any sampling), outputs missing values. + + Basic example: + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1, 2, 5, 6, 7], + ... features={"value": [np.nan, 1, 5, 10, 15, 20]}, + ... ) + + >>> b = a.moving_count(tp.duration.seconds(2)) + >>> b + indexes: ... + (6 events): + timestamps: [0. 1. 2. 5. 6. 7.] + 'value': [0 1 2 1 2 2] + ... + + ``` + + Example with external sampling: + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1, 2, 5], + ... features={"value": [np.nan, 1, 5, 10]}, + ... ) + >>> b = tp.event_set( + ... timestamps=[-1, 0, 1, 2, 3, 4, 5, 6, 7], + ... ) + >>> c = a.moving_count(tp.duration.seconds(2), sampling=b) + >>> c + indexes: ... + (9 events): + timestamps: [-1. 0. 1. 2. 3. 4. 5. 6. 7.] + 'value': [0 0 1 2 1 0 1 1 0] + ... + + ``` + + Example with indices: + ```python + >>> a = tp.event_set( + ... timestamps=[1, 2, 3, 0, 1, 2], + ... features={ + ... "value": [1, 1, 1, 1, 1, 1], + ... "idx": ["i1", "i1", "i1", "i2", "i2", "i2"], + ... }, + ... indexes=["idx"], + ... ) + >>> b = a.moving_count(tp.duration.seconds(2)) + >>> b + indexes: [('idx', str_)] + features: [('value', int32)] + events: + idx=b'i1' (3 events): + timestamps: [1. 2. 3.] + 'value': [1 2 2] + idx=b'i2' (3 events): + timestamps: [0. 1. 2.] + 'value': [1 2 2] + ... + + ``` + + Args: + window_length: Sliding window's length. + sampling: Timestamps to sample the sliding window's value at. If not + provided, timestamps in the input are used. + + Returns: + EventSet containing the non-nan count of each feature in the input. + """ + from temporian.core.operators.window.moving_count import moving_count + + return moving_count( + self, window_length=window_length, sampling=sampling + ) + + def moving_max( + self: EventSetOrNode, + window_length: Duration, + sampling: Optional[EventSetOrNode] = None, + ) -> EventSetOrNode: + """Computes the maximum in a sliding window over an + [`EventSet`][temporian.EventSet]. + + For each t in sampling, and for each index and feature independently, + returns at time t the max of non-nan values for the feature in the window + (t - window_length, t]. + + If `sampling` is provided samples the moving window's value at each + timestamp in `sampling`, else samples it at each timestamp in the input. + + If the window does not contain any values (e.g., all the values are missing, + or the window does not contain any sampling), outputs missing values. + + Example: + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1, 2, 5, 6, 7], + ... features={"value": [np.nan, 1, 5, 1, 15, 20]}, + ... ) + + >>> b = a.moving_max(tp.duration.seconds(4)) + >>> b + indexes: ... + (6 events): + timestamps: [0. 1. 2. 5. 6. 7.] + 'value': [nan 1. 5. 5. 15. 20.] + ... + + ``` + + See [`EventSet.moving_count()`][temporian.EventSet.moving_count] for + examples with external sampling and indices. + + Args: + window_length: Sliding window's length. + sampling: Timestamps to sample the sliding window's value at. If not + provided, timestamps in the input are used. + + Returns: + EventSet containing the max of each feature in the input. + """ + from temporian.core.operators.window.moving_max import moving_max + + return moving_max(self, window_length=window_length, sampling=sampling) + + def moving_min( + self: EventSetOrNode, + window_length: Duration, + sampling: Optional[EventSetOrNode] = None, + ) -> EventSetOrNode: + """Computes the minimum of values in a sliding window over an + [`EventSet`][temporian.EventSet]. + + For each t in sampling, and for each index and feature independently, + returns at time t the minimum of non-nan values for the feature in the window + (t - window_length, t]. + + If `sampling` is provided samples the moving window's value at each + timestamp in `sampling`, else samples it at each timestamp in the input. + + If the window does not contain any values (e.g., all the values are missing, + or the window does not contain any sampling), outputs missing values. + + Example: + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1, 2, 5, 6, 7], + ... features={"value": [np.nan, 1, 5, 10, 15, 20]}, + ... ) + + >>> b = a.moving_min(tp.duration.seconds(4)) + >>> b + indexes: ... + (6 events): + timestamps: [0. 1. 2. 5. 6. 7.] + 'value': [nan 1. 1. 5. 10. 10.] + ... + + ``` + + See [`EventSet.moving_count()`][temporian.EventSet.moving_count] for examples + of moving window operations with external sampling and indices. + + Args: + window_length: Sliding window's length. + sampling: Timestamps to sample the sliding window's value at. If not + provided, timestamps in the input are used. + + Returns: + EventSet containing the minimum of each feature in the input. + """ + from temporian.core.operators.window.moving_min import moving_min + + return moving_min(self, window_length=window_length, sampling=sampling) + + def moving_standard_deviation( + self: EventSetOrNode, + window_length: Duration, + sampling: Optional[EventSetOrNode] = None, + ) -> EventSetOrNode: + """Computes the standard deviation of values in a sliding window over an + [`EventSet`][temporian.EventSet]. + + For each t in sampling, and for each feature independently, returns at time + t the standard deviation for the feature in the window + (t - window_length, t]. + + If `sampling` is provided samples the moving window's value at each + timestamp in `sampling`, else samples it at each timestamp in the input. + + Missing values (such as NaNs) are ignored. + + If the window does not contain any values (e.g., all the values are missing, + or the window does not contain any sampling), outputs missing values. + + Example: + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1, 2, 5, 6, 7], + ... features={"value": [np.nan, 1, 5, 10, 15, 20]}, + ... ) + + >>> b = a.moving_standard_deviation(tp.duration.seconds(4)) + >>> b + indexes: ... + (6 events): + timestamps: [0. 1. 2. 5. 6. 7.] + 'value': [ nan 0. 2. 2.5 2.5 4.0825] + ... + + ``` + + See [`EventSet.moving_count()`][temporian.EventSet.moving_count] for examples of moving window + operations with external sampling and indices. + + Args: + window_length: Sliding window's length. + sampling: Timestamps to sample the sliding window's value at. If not + provided, timestamps in the input are used. + + Returns: + EventSet containing the moving standard deviation of each feature in + the input. + """ + from temporian.core.operators.window.moving_standard_deviation import ( + moving_standard_deviation, + ) + + return moving_standard_deviation( + self, window_length=window_length, sampling=sampling + ) + + def moving_sum( + self: EventSetOrNode, + window_length: Duration, + sampling: Optional[EventSetOrNode] = None, + ) -> EventSetOrNode: + """Computes the sum of values in a sliding window over an + [`EventSet`][temporian.EventSet]. + + For each t in sampling, and for each feature independently, returns at time + t the sum of the feature in the window (t - window_length, t]. + + If `sampling` is provided samples the moving window's value at each + timestamp in `sampling`, else samples it at each timestamp in the input. + + Missing values (such as NaNs) are ignored. + + If the window does not contain any values (e.g., all the values are missing, + or the window does not contain any sampling), outputs missing values. + + Example: + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1, 2, 5, 6, 7], + ... features={"value": [np.nan, 1, 5, 10, 15, 20]}, + ... ) + + >>> b = a.moving_sum(tp.duration.seconds(4)) + >>> b + indexes: ... + (6 events): + timestamps: [0. 1. 2. 5. 6. 7.] + 'value': [ 0. 1. 6. 15. 25. 45.] + ... + + ``` + + See [`EventSet.moving_count()`][temporian.EventSet.moving_count] for examples of moving window + operations with external sampling and indices. + + Args: + window_length: Sliding window's length. + sampling: Timestamps to sample the sliding window's value at. If not + provided, timestamps in the input are used. + + Returns: + EventSet containing the moving sum of each feature in the input. + """ + from temporian.core.operators.window.moving_sum import moving_sum + + return moving_sum(self, window_length=window_length, sampling=sampling) + + def prefix( + self: EventSetOrNode, + prefix: str, + ) -> EventSetOrNode: + """Adds a prefix to the names of the features in an + [`EventSet`][temporian.EventSet]. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1], + ... features={"f1": [0, 2], "f2": [5, 6]} + ... ) + >>> b = a * 5 + + >>> # Prefix before glue to avoid duplicated names + >>> c = tp.glue(a.prefix("original_"), b.prefix("result_")) + >>> c + indexes: ... + 'original_f1': [0 2] + 'original_f2': [5 6] + 'result_f1': [ 0 10] + 'result_f2': [25 30] + ... + + ``` + + Args: + prefix: Prefix to add in front of the feature names. + + Returns: + Prefixed EventSet. + """ + from temporian.core.operators.prefix import prefix as _prefix + + return _prefix(self, prefix=prefix) + + def propagate( + self: EventSetOrNode, sampling: EventSetOrNode, resample: bool = False + ) -> EventSetOrNode: + """Propagates feature values over another [`EventSet`][temporian.EventSet]'s + index. + + Given the input and `sampling` where the input's indexes are a subset of + `sampling`'s (e.g., the indexes of the input are `["x"]`, and the indexes of + `sampling` are `["x","y"]`), duplicates the features of the input over the + indexes of `sampling`. + + Example use case: + ```python + >>> products = tp.event_set( + ... timestamps=[1, 2, 3, 1, 2, 3], + ... features={ + ... "product": [1, 1, 1, 2, 2, 2], + ... "sales": [100., 200., 500., 1000., 2000., 5000.] + ... }, + ... indexes=["product"], + ... ) + >>> store = tp.event_set( + ... timestamps=[1, 2, 3, 4, 5], + ... features={ + ... "sales": [10000., 20000., 30000., 5000., 1000.] + ... }, + ... ) + + >>> # First attempt: divide to calculate fraction of total store sales + >>> products / store + Traceback (most recent call last): + ... + ValueError: Arguments don't have the same index. ... + + >>> # Second attempt: propagate index + >>> store_prop = store.propagate(products) + >>> products / store_prop + Traceback (most recent call last): + ... + ValueError: Arguments should have the same sampling. ... + + >>> # Third attempt: propagate + resample + >>> store_resample = store.propagate(products, resample=True) + >>> div = products / store_resample + >>> div + indexes: [('product', int64)] + features: [('div_sales_sales', float64)] + events: + product=1 (3 events): + timestamps: [1. 2. 3.] + 'div_sales_sales': [0.01 0.01 0.0167] + product=2 (3 events): + timestamps: [1. 2. 3.] + 'div_sales_sales': [0.1 0.1 0.1667] + ... + + ``` + + Args: + sampling: EventSet with the indexes to propagate to. + resample: If true, apply a [`EventSet.resample()`][temporian.EventSet.resample] + before propagating, for the output to have the same sampling as + `sampling`. + + Returns: + EventSet propagated over `sampling`'s index. + """ + from temporian.core.operators.propagate import propagate + + return propagate(self, sampling=sampling, resample=resample) + + def rename( + self: EventSetOrNode, + features: Optional[Union[str, Dict[str, str]]] = None, + indexes: Optional[Union[str, Dict[str, str]]] = None, + ) -> EventSetOrNode: + """Renames an [`EventSet`][temporian.EventSet]'s features and index. + + If the input has a single feature, then the `features` can be a + single string with the new name. + + If the input has multiple features, then `features` must be a mapping + with the old names as keys and the new names as values. + + The indexes renaming follows the same criteria, accepting a single string or + a mapping for multiple indexes. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1], + ... features={"f1": [0, 2], "f2": [5, 6]} + ... ) + >>> b = 5 * a + + >>> # Rename single feature + >>> b_1 = b["f1"].rename("f1_result") + >>> b_1 + indexes: [] + features: [('f1_result', int64)] + events: + (2 events): + timestamps: [0. 1.] + 'f1_result': [ 0 10] + ... + + >>> # Rename multiple features + >>> b_rename = b.rename({"f1": "5xf1", "f2": "5xf2"}) + >>> b_rename + indexes: [] + features: [('5xf1', int64), ('5xf2', int64)] + events: + (2 events): + timestamps: [0. 1.] + '5xf1': [ 0 10] + '5xf2': [25 30] + ... + + ``` + + Args: + features: New feature name or mapping from old names to new names. + indexes: New index name or mapping from old names to new names. + + Returns: + EventSet with renamed features and index. + """ + from temporian.core.operators.rename import rename + + return rename(self, features=features, indexes=indexes) + + def resample( + self: EventSetOrNode, + sampling: EventSetOrNode, + ) -> EventSetOrNode: + """Resamples an [`EventSet`][temporian.EventSet] at each timestamp of + another [`EventSet`][temporian.EventSet]. + + If a timestamp in `sampling` does not have a corresponding timestamp in + the input, the last timestamp in the input is used instead. If this timestamp + is anterior to an value in the input, the value is replaced by + `dtype.MissingValue(...)`. + + Example: + + ```python + >>> a = tp.event_set( + ... timestamps=[1, 5, 8, 9], + ... features={"f1": [1.0, 2.0, 3.0, 4.0]} + ... ) + >>> b = tp.event_set(timestamps=[-1, 1, 6, 10]) + >>> c = a.resample(b) + >>> c + indexes: ... + timestamps: [-1. 1. 6. 10.] + 'f1': [nan 1. 2. 4.] + ... + + ``` + + Args: + sampling: EventSet to use the sampling of. + + Returns: + Resampled EventSet, with same sampling as `sampling`. + """ + from temporian.core.operators.resample import resample + + return resample(self, sampling=sampling) + + def select( + self: EventSetOrNode, + feature_names: Union[str, List[str]], + ) -> EventSetOrNode: + """Selects a subset of features from an [`EventSet`][temporian.EventSet]. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=[1, 2], + ... features={"A": [1, 2], "B": ['s', 'm'], "C": [5.0, 5.5]}, + ... ) + + >>> # Select single feature + >>> b = a.select('B') + >>> # Equivalent + >>> b = a['B'] + >>> b + indexes: [] + features: [('B', str_)] + events: + (2 events): + timestamps: [1. 2.] + 'B': [b's' b'm'] + ... + + >>> # Select multiple features + >>> bc = a.select(['B', 'C']) + >>> # Equivalent + >>> bc = a[['B', 'C']] + >>> bc + indexes: [] + features: [('B', str_), ('C', float64)] + events: + (2 events): + timestamps: [1. 2.] + 'B': [b's' b'm'] + 'C': [5. 5.5] + ... + + ``` + + Args: + feature_names: Name or list of names of the features to select from the + input. + + Returns: + EventSet containing only the selected features. + """ + from temporian.core.operators.select import select + + return select(self, feature_names=feature_names) + + def set_index( + self: EventSetOrNode, indexes: Union[str, List[str]] + ) -> EventSetOrNode: + """Replaces the index in an [`EventSet`][temporian.EventSet]. + + Usage example: + ```python + >>> a = tp.event_set( + ... timestamps=[1, 2, 1, 0, 1, 1], + ... features={ + ... "f1": [1, 1, 1, 2, 2, 2], + ... "f2": [1, 1, 2, 1, 1, 2], + ... "f3": [1, 1, 1, 1, 1, 1] + ... }, + ... indexes=["f1"], + ... ) + + >>> # "f1" is the current index + >>> a + indexes: [('f1', int64)] + features: [('f2', int64), ('f3', int64)] + events: + f1=1 (3 events): + timestamps: [1. 1. 2.] + 'f2': [1 2 1] + 'f3': [1 1 1] + f1=2 (3 events): + timestamps: [0. 1. 1.] + 'f2': [1 1 2] + 'f3': [1 1 1] + ... + + >>> # Set "f2" as the only index, remove "f1" + >>> b = a.set_index("f2") + >>> b + indexes: [('f2', int64)] + features: [('f3', int64), ('f1', int64)] + events: + f2=1 (4 events): + timestamps: [0. 1. 1. 2.] + 'f3': [1 1 1 1] + 'f1': [2 1 2 1] + f2=2 (2 events): + timestamps: [1. 1.] + 'f3': [1 1] + 'f1': [1 2] + ... + + >>> # Set both "f1" and "f2" as indices + >>> b = a.set_index(["f1", "f2"]) + >>> b + indexes: [('f1', int64), ('f2', int64)] + features: [('f3', int64)] + events: + f1=1 f2=1 (2 events): + timestamps: [1. 2.] + 'f3': [1 1] + f1=1 f2=2 (1 events): + timestamps: [1.] + 'f3': [1] + f1=2 f2=1 (2 events): + timestamps: [0. 1.] + 'f3': [1 1] + f1=2 f2=2 (1 events): + timestamps: [1.] + 'f3': [1] + ... + + ``` + + Args: + indexes: List of index / feature names (strings) used as + the new indexes. These names should be either indexes or features in + the input. + + Returns: + EventSet with the updated indexes. + + Raises: + KeyError: If any of the specified `indexes` are not found in the input. + """ + from temporian.core.operators.add_index import set_index + + return set_index(self, indexes=indexes) + + def simple_moving_average( + self: EventSetOrNode, + window_length: Duration, + sampling: Optional[EventSetOrNode] = None, + ) -> EventSetOrNode: + """Computes the average of values in a sliding window over an + [`EventSet`][temporian.EventSet]. + + For each t in sampling, and for each feature independently, returns at time + t the average value of the feature in the window (t - window_length, t]. + + If `sampling` is provided samples the moving window's value at each + timestamp in `sampling`, else samples it at each timestamp in the input. + + Missing values (such as NaNs) are ignored. + + If the window does not contain any values (e.g., all the values are missing, + or the window does not contain any sampling), outputs missing values. + + Example: + ```python + >>> a = tp.event_set( + ... timestamps=[0, 1, 2, 5, 6, 7], + ... features={"value": [np.nan, 1, 5, 10, 15, 20]}, + ... ) + + >>> b = a.simple_moving_average(tp.duration.seconds(4)) + >>> b + indexes: ... + (6 events): + timestamps: [0. 1. 2. 5. 6. 7.] + 'value': [ nan 1. 3. 7.5 12.5 15. ] + ... + + ``` + + See [`EventSet.moving_count()`][temporian.EventSet.moving_count] for examples of moving window + operations with external sampling and indices. + + Args: + window_length: Sliding window's length. + sampling: Timestamps to sample the sliding window's value at. If not + provided, timestamps in the input are used. + + Returns: + EventSet containing the moving average of each feature in the input. + """ + from temporian.core.operators.window.simple_moving_average import ( + simple_moving_average, + ) + + return simple_moving_average( + self, window_length=window_length, sampling=sampling + ) + + def since_last( + self: EventSetOrNode, + sampling: Optional[EventSetOrNode] = None, + ) -> EventSetOrNode: + """Computes the amount of time since the last distinct timestamp in an + [`EventSet`][temporian.EventSet]. + + If `sampling` is provided, the output will correspond to the time elapsed + between each timestamp in `sampling` and the latest previous timestamp in + the input. Else, the timestamps of the input will be used as `sampling`. + + Example 1: + ```python + >>> a = tp.event_set(timestamps=[1, 5, 8, 8, 9]) + >>> b = a.since_last() + >>> b + indexes: ... + timestamps: [1. 5. 8. 8. 9.] + 'since_last': [nan 4. 3. 0. 1.] + ... + + ``` + + Example 2: + ```python + >>> a = tp.event_set(timestamps=[2, 5, 7]) + >>> b = tp.event_set(timestamps=[1, 4, 6, 10]) + + >>> # Time elapsed between each sampling event + >>> # and the latest previous event in a + >>> c = a.since_last(b) + >>> c + indexes: ... + timestamps: [ 1. 4. 6. 10.] + 'since_last': [nan 2. 1. 3.] + ... + + ``` + + Args: + sampling: EventSet to use the sampling of. + + Returns: + Resulting EventSet, with same sampling as `sampling` if provided, or as + the input if not. + """ + from temporian.core.operators.since_last import since_last + + return since_last(self, sampling=sampling) + + def tick( + self: EventSetOrNode, interval: Duration, align: bool = True + ) -> EventSetOrNode: + """Generates timestamps at regular intervals in the range of a guide + [`EventSet`][temporian.EventSet]. + + Example with align: + ```python + >>> a = tp.event_set(timestamps=[5, 9, 16]) + >>> b = a.tick(interval=tp.duration.seconds(3), align=True) + >>> b + indexes: ... + timestamps: [ 6. 9. 12. 15.] + ... + + ``` + + Example without align: + ```python + >>> a = tp.event_set(timestamps=[5, 9, 16]) + >>> b = a.tick(interval=tp.duration.seconds(3), align=False) + >>> b + indexes: ... + timestamps: [ 5. 8. 11. 14.] + ... + + ``` + + Args: + interval: Tick interval. + align: If false, the first tick is generated at the first timestamp + (similar to [`EventSet.begin()`][temporian.EventSet.begin]). + If true (default), ticks are generated on timestamps that are + multiple of `interval`. + + Returns: + A feature-less EventSet with regular timestamps. + """ + from temporian.core.operators.tick import tick + + return tick(self, interval=interval, align=align) + + def timestamps(self: EventSetOrNode) -> EventSetOrNode: + """Converts an [`EventSet`][temporian.EventSet]'s timestamps into a + `float64` feature. + + Features in the input EventSet are ignored, only the timestamps are used. + + Datetime timestamps are converted to unix timestamps. + + Integer timestamps example: + ```python + >>> from datetime import datetime + >>> a = tp.event_set(timestamps=[1, 2, 3, 5]) + >>> b = a.timestamps() + >>> b + indexes: [] + features: [('timestamps', float64)] + events: + (4 events): + timestamps: [1. 2. 3. 5.] + 'timestamps': [1. 2. 3. 5.] + ... + + ``` + + Unix timestamps and filter example: + ```python + >>> from datetime import datetime + >>> a = tp.event_set( + ... timestamps=[datetime(1970,1,1,0,0,30), datetime(2023,1,1,1,0,0)], + ... ) + >>> b = a.timestamps() + + >>> # Filter using the timestamps + >>> max_date = datetime(2020, 1, 1).timestamp() + >>> c = b.filter(b < max_date) + + >>> # Operate like any other feature + >>> d = c * 5 + >>> e = tp.glue(c.rename('filtered'), d.rename('multiplied')) + >>> e + indexes: [] + features: [('filtered', float64), ('multiplied', float64)] + events: + (1 events): + timestamps: [30.] + 'filtered': [30.] + 'multiplied': [150.] + ... + + ``` + + Returns: + EventSet with a single feature named `timestamps` with each event's + timestamp. + """ + from temporian.core.operators.timestamps import timestamps + + return timestamps(self) + + def unique_timestamps(self: EventSetOrNode) -> EventSetOrNode: + """Removes events with duplicated timestamps from an + [`EventSet`][temporian.EventSet]. + + Returns a feature-less EventSet where each timestamp from the original + one only appears once. If the input is indexed, the unique operation is + applied independently for each index. + + Usage example: + ```python + >>> a = tp.event_set(timestamps=[5, 9, 9, 16], features={'f': [1,2,3,4]}) + >>> b = a.unique_timestamps() + >>> b + indexes: [] + features: [] + events: + (3 events): + timestamps: [ 5. 9. 16.] + ... + + Returns: + EventSet without features with unique timestamps in the input. + """ + from temporian.core.operators.unique_timestamps import unique_timestamps + + return unique_timestamps(self) diff --git a/temporian/core/mixins.py b/temporian/core/mixins.py deleted file mode 100644 index e40c75d6d..000000000 --- a/temporian/core/mixins.py +++ /dev/null @@ -1,369 +0,0 @@ -# Copyright 2021 Google LLC. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -# pylint: disable=import-outside-toplevel - - -from __future__ import annotations -from typing import Any, List, Union - - -T_SCALAR = (int, float) - - -class EventSetOperationsMixin: - """Mixin class for EventSet-like classes. - - Defines the methods that can be called on both EventSets and EventSetNodes - interchangeably. - """ - - @property - def _clsname(self) -> str: - """Shortcut that returns the class' name.""" - return self.__class__.__name__ - - ################# - # MAGIC METHODS # - ################# - - def __getitem__(self, feature_names: Union[str, List[str]]): - """Creates an EventSet with a subset of the features.""" - - from temporian.core.operators.select import select - - return select(self, feature_names) - - def __setitem__(self, feature_names: Any, value: Any) -> None: - """Fails, features cannot be assigned.""" - - raise TypeError( - f"Cannot assign features to an existing {self._clsname}. New" - f" {self._clsname}s should be created instead. Check out the" - " `tp.glue()` operator to combine features from several" - f" {self._clsname}s." - ) - - def __bool__(self) -> None: - """Catches bool evaluation with an error message.""" - - # Called on "if node" or "if evset" conditions - # TODO: modify to similar numpy msg if we implement .any() or .all() - raise ValueError( - f"The truth value of a {self._clsname} is ambiguous. Check" - " condition element-wise or use the `tp.cast()` operator to" - " convert to boolean." - ) - - def _raise_error( - self, op_name: str, other: Any, allowed_types: str - ) -> None: - """Raises an error message. - - This utility method is used in operator implementations, e.g., +, - *. - """ - - raise ValueError( - f"Cannot {op_name} {self._clsname} and {type(other)} objects. Only" - f" {self._clsname} or values of type ({allowed_types}) are" - " supported." - ) - - def __ne__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import not_equal - - return not_equal(input_1=self, input_2=other) - - if isinstance(other, T_SCALAR + (bool, str)): - from temporian.core.operators.scalar import not_equal_scalar - - return not_equal_scalar(input=self, value=other) - - self._raise_error("ne", other, "int,float,bool,str") - assert False - - def __add__(self, other: Any): - # TODO: In this and other operants, factor code and add support for - # swapping operators (e.g. a+1, a+b, 1+a). - - if isinstance(other, self.__class__): - from temporian.core.operators.binary import add - - return add(input_1=self, input_2=other) - - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import add_scalar - - return add_scalar(input=self, value=other) - - self._raise_error("add", other, "int,float") - assert False - - def __radd__(self, other: Any): - return self.__add__(other) - - def __sub__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import subtract - - return subtract(input_1=self, input_2=other) - - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import ( - subtract_scalar, - ) - - return subtract_scalar(minuend=self, subtrahend=other) - - self._raise_error("subtract", other, "int,float") - assert False - - def __rsub__(self, other: Any): - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import ( - subtract_scalar, - ) - - return subtract_scalar(minuend=other, subtrahend=self) - - self._raise_error("subtract", other, "int,float") - assert False - - def __mul__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import multiply - - return multiply(input_1=self, input_2=other) - - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import ( - multiply_scalar, - ) - - return multiply_scalar(input=self, value=other) - - self._raise_error("multiply", other, "int,float") - assert False - - def __rmul__(self, other: Any): - return self.__mul__(other) - - def __neg__(self): - from temporian.core.operators.scalar import multiply_scalar - - return multiply_scalar(input=self, value=-1) - - def __invert__(self): - from temporian.core.operators.unary import invert - - return invert(input=self) - - def __abs__(self): - from temporian.core.operators.unary import abs - - return abs(input=self) - - def __truediv__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import divide - - return divide(numerator=self, denominator=other) - - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import divide_scalar - - return divide_scalar(numerator=self, denominator=other) - - self._raise_error("divide", other, "(int,float)") - assert False - - def __rtruediv__(self, other: Any): - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import divide_scalar - - return divide_scalar(numerator=other, denominator=self) - - self._raise_error("divide", other, "(int,float)") - assert False - - def __floordiv__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import floordiv - - return floordiv(numerator=self, denominator=other) - - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import ( - floordiv_scalar, - ) - - return floordiv_scalar(numerator=self, denominator=other) - - self._raise_error("floor_divide", other, "(int,float)") - assert False - - def __rfloordiv__(self, other: Any): - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import ( - floordiv_scalar, - ) - - return floordiv_scalar(numerator=other, denominator=self) - - self._raise_error("floor_divide", other, "(int,float)") - assert False - - def __pow__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import power - - return power(base=self, exponent=other) - - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import power_scalar - - return power_scalar(base=self, exponent=other) - - self._raise_error("exponentiate", other, "(int,float)") - assert False - - def __rpow__(self, other: Any): - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import power_scalar - - return power_scalar(base=other, exponent=self) - - self._raise_error("exponentiate", other, "(int,float)") - assert False - - def __mod__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import modulo - - return modulo(numerator=self, denominator=other) - - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import modulo_scalar - - return modulo_scalar(numerator=self, denominator=other) - - self._raise_error("compute modulo (%)", other, "(int,float)") - assert False - - def __rmod__(self, other: Any): - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import modulo_scalar - - return modulo_scalar(numerator=other, denominator=self) - - self._raise_error("compute modulo (%)", other, "(int,float)") - assert False - - def __gt__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import greater - - return greater(input_left=self, input_right=other) - - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import ( - greater_scalar, - ) - - return greater_scalar(input=self, value=other) - - self._raise_error("compare", other, "(int,float)") - assert False - - def __ge__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import greater_equal - - return greater_equal(input_left=self, input_right=other) - - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import ( - greater_equal_scalar, - ) - - return greater_equal_scalar(input=self, value=other) - - self._raise_error("compare", other, "(int,float)") - assert False - - def __lt__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import less - - return less(input_left=self, input_right=other) - - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import ( - less_scalar, - ) - - return less_scalar(input=self, value=other) - - self._raise_error("compare", other, "(int,float)") - assert False - - def __le__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import less_equal - - return less_equal(input_left=self, input_right=other) - - if isinstance(other, T_SCALAR): - from temporian.core.operators.scalar import ( - less_equal_scalar, - ) - - return less_equal_scalar(input=self, value=other) - - self._raise_error("compare", other, "(int,float)") - assert False - - def _raise_bool_error(self, boolean_op: str, other: Any) -> None: - raise ValueError( - f"Cannot compute '{self._clsname} {boolean_op} {type(other)}'. " - f"Only {self._clsname}s with boolean features are supported." - ) - - def __and__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import logical_and - - return logical_and(input_1=self, input_2=other) - - self._raise_bool_error("&", other) - assert False - - def __or__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import logical_or - - return logical_or(input_1=self, input_2=other) - - self._raise_bool_error("|", other) - assert False - - def __xor__(self, other: Any): - if isinstance(other, self.__class__): - from temporian.core.operators.binary import logical_xor - - return logical_xor(input_1=self, input_2=other) - - self._raise_bool_error("^", other) - assert False diff --git a/temporian/core/operators/BUILD b/temporian/core/operators/BUILD index d4cb4b615..5240b50b3 100644 --- a/temporian/core/operators/BUILD +++ b/temporian/core/operators/BUILD @@ -13,7 +13,6 @@ py_library( deps = [ "//temporian/core/data:dtype", "//temporian/core/data:node", - "//temporian/implementation/numpy/data:event_set", "//temporian/proto:core_py_proto", ], ) diff --git a/temporian/core/operators/add_index.py b/temporian/core/operators/add_index.py index bc66007c7..879f92771 100644 --- a/temporian/core/operators/add_index.py +++ b/temporian/core/operators/add_index.py @@ -145,80 +145,6 @@ def _normalize_indexes_to_set( def add_index( input: EventSetOrNode, indexes: Union[str, List[str]] ) -> EventSetOrNode: - """Adds indexes to an [`EventSet`][temporian.EventSet]. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=[1, 2, 1, 0, 1, 1], - ... features={ - ... "f1": [1, 1, 1, 2, 2, 2], - ... "f2": [1, 1, 2, 1, 1, 2], - ... "f3": [1, 1, 1, 1, 1, 1] - ... }, - ... ) - - >>> # No index - >>> a - indexes: [] - features: [('f1', int64), ('f2', int64), ('f3', int64)] - events: - (6 events): - timestamps: [0. 1. 1. 1. 1. 2.] - 'f1': [2 1 1 2 2 1] - 'f2': [1 1 2 1 2 1] - 'f3': [1 1 1 1 1 1] - ... - - >>> # Add only "f1" as index - >>> b = tp.add_index(a, "f1") - >>> b - indexes: [('f1', int64)] - features: [('f2', int64), ('f3', int64)] - events: - f1=1 (3 events): - timestamps: [1. 1. 2.] - 'f2': [1 2 1] - 'f3': [1 1 1] - f1=2 (3 events): - timestamps: [0. 1. 1.] - 'f2': [1 1 2] - 'f3': [1 1 1] - ... - - >>> # Add "f1" and "f2" as indices - >>> b = tp.add_index(a, ["f1", "f2"]) - >>> b - indexes: [('f1', int64), ('f2', int64)] - features: [('f3', int64)] - events: - f1=1 f2=1 (2 events): - timestamps: [1. 2.] - 'f3': [1 1] - f1=1 f2=2 (1 events): - timestamps: [1.] - 'f3': [1] - f1=2 f2=1 (2 events): - timestamps: [0. 1.] - 'f3': [1 1] - f1=2 f2=2 (1 events): - timestamps: [1.] - 'f3': [1] - ... - - ``` - - Args: - input: EventSet for which the indexes are to be set or updated. - indexes: List of feature names (strings) that should be added to the - indexes. These feature names should already exist in `input`. - - Returns: - EventSet with the extended index. - - Raises: - KeyError: If any of the specified `indexes` are not found in `input`. - """ assert isinstance(input, EventSetNode) indexes = _normalize_indexes(indexes) @@ -227,87 +153,9 @@ def add_index( @compile def set_index( - input: EventSetNode, indexes: Union[str, List[str]] -) -> EventSetNode: - """Replaces the index in an [`EventSet`][temporian.EventSet]. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=[1, 2, 1, 0, 1, 1], - ... features={ - ... "f1": [1, 1, 1, 2, 2, 2], - ... "f2": [1, 1, 2, 1, 1, 2], - ... "f3": [1, 1, 1, 1, 1, 1] - ... }, - ... indexes=["f1"], - ... ) - - >>> # "f1" is the current index - >>> a - indexes: [('f1', int64)] - features: [('f2', int64), ('f3', int64)] - events: - f1=1 (3 events): - timestamps: [1. 1. 2.] - 'f2': [1 2 1] - 'f3': [1 1 1] - f1=2 (3 events): - timestamps: [0. 1. 1.] - 'f2': [1 1 2] - 'f3': [1 1 1] - ... - - >>> # Set "f2" as the only index, remove "f1" - >>> b = tp.set_index(a, "f2") - >>> b - indexes: [('f2', int64)] - features: [('f3', int64), ('f1', int64)] - events: - f2=1 (4 events): - timestamps: [0. 1. 1. 2.] - 'f3': [1 1 1 1] - 'f1': [2 1 2 1] - f2=2 (2 events): - timestamps: [1. 1.] - 'f3': [1 1] - 'f1': [1 2] - ... - - >>> # Set both "f1" and "f2" as indices - >>> b = tp.set_index(a, ["f1", "f2"]) - >>> b - indexes: [('f1', int64), ('f2', int64)] - features: [('f3', int64)] - events: - f1=1 f2=1 (2 events): - timestamps: [1. 2.] - 'f3': [1 1] - f1=1 f2=2 (1 events): - timestamps: [1.] - 'f3': [1] - f1=2 f2=1 (2 events): - timestamps: [0. 1.] - 'f3': [1 1] - f1=2 f2=2 (1 events): - timestamps: [1.] - 'f3': [1] - ... - - ``` - - Args: - input: EventSet for which the indexes are to be set. - indexes: List of index / feature names (strings) used as - the new indexes. These names should be either indexes or features in - `input`. - - Returns: - EventSet with the updated indexes. - - Raises: - KeyError: If any of the specified `indexes` are not found in `input`. - """ + input: EventSetOrNode, indexes: Union[str, List[str]] +) -> EventSetOrNode: + assert isinstance(input, EventSetNode) indexes = _normalize_indexes_to_set(indexes) diff --git a/temporian/core/operators/begin.py b/temporian/core/operators/begin.py index aa456451d..0465eabf9 100644 --- a/temporian/core/operators/begin.py +++ b/temporian/core/operators/begin.py @@ -57,36 +57,6 @@ def build_op_definition(cls) -> pb.OperatorDef: @compile def begin(input: EventSetOrNode) -> EventSetOrNode: - """Generates a single timestamp at the beginning of the - [`EventSet`][temporian.EventSet], per index group. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=[5, 6, 7, -1], - ... features={"f": [50, 60, 70, -10], "idx": [1, 1, 1, 2]}, - ... indexes=["idx"] - ... ) - - >>> a_ini = tp.begin(a) - >>> a_ini - indexes: [('idx', int64)] - features: [] - events: - idx=1 (1 events): - timestamps: [5.] - idx=2 (1 events): - timestamps: [-1.] - ... - - ``` - - Args: - input: Guide EventSet. - - Returns: - A feature-less EventSet with a single timestamp per index group. - """ assert isinstance(input, EventSetNode) return BeginOperator(input=input).outputs["output"] diff --git a/temporian/core/operators/binary/arithmetic.py b/temporian/core/operators/binary/arithmetic.py index 9d01b5a04..66d01311a 100644 --- a/temporian/core/operators/binary/arithmetic.py +++ b/temporian/core/operators/binary/arithmetic.py @@ -141,7 +141,7 @@ def add( ValueError: ... corresponding features should have the same dtype. ... >>> # Cast f1 to float - >>> c = tp.cast(a["f1"], float) + a["f2"] + >>> c = a["f1"].cast(tp.float64) + a["f2"] >>> c indexes: [] features: [('add_f1_f2', float64)] @@ -171,7 +171,7 @@ def add( ValueError: ... should have the same sampling. ... >>> # Resample a to match b timestamps - >>> c = tp.resample(a, sampling=b) + b + >>> c = a.resample(b) + b >>> c indexes: [] features: [('add_fa_fb', int64)] @@ -208,9 +208,9 @@ def add( ValueError: Arguments don't have the same index. ... >>> # Add index 'cat' to b - >>> b = tp.add_index(b, "cat") + >>> b = b.add_index("cat") >>> # Make explicit same samplings and add - >>> c = a + tp.resample(b, a) + >>> c = a + b.resample(a) >>> c indexes: [('cat', int64)] features: [('add_M_N', int64)] @@ -419,7 +419,7 @@ def divide( ValueError: Cannot use the divide operator on feature f1 of type int64. ... >>> # Cast to tp.float64 or tp.float32 before - >>> c = tp.cast(a, float) / tp.cast(b, float) + >>> c = a.cast(tp.float64) / b.cast(tp.float64) >>> c indexes: [] features: [('div_f1_f2', float64)] diff --git a/temporian/core/operators/binary/logical.py b/temporian/core/operators/binary/logical.py index 3585e7935..90cc4a5b8 100644 --- a/temporian/core/operators/binary/logical.py +++ b/temporian/core/operators/binary/logical.py @@ -106,7 +106,7 @@ def logical_and( ... timestamps=[1, 2, 3], ... features={"f1": [0, 1, 1], "f2": [1, 1, 0]} ... ) - >>> b = tp.cast(a, bool) + >>> b = a.cast(bool) >>> c = b["f1"] & b["f2"] >>> c indexes: [] diff --git a/temporian/core/operators/calendar/day_of_month.py b/temporian/core/operators/calendar/day_of_month.py index 97efe1292..9755dff45 100644 --- a/temporian/core/operators/calendar/day_of_month.py +++ b/temporian/core/operators/calendar/day_of_month.py @@ -36,38 +36,6 @@ def output_feature_name(cls) -> str: @compile def calendar_day_of_month(sampling: EventSetOrNode) -> EventSetOrNode: - """Obtains the day of month the timestamps in an - [`EventSet`][temporian.EventSet]'s sampling are in. - - Features in `input` are ignored, only the timestamps are used and - they must be unix timestamps (`is_unix_timestamp=True`). - - Output feature contains numbers between 1 and 31. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=["2023-02-04", "2023-02-20", "2023-03-01", "2023-05-07"], - ... ) - >>> b = tp.calendar_day_of_month(a) - >>> b - indexes: ... - features: [('calendar_day_of_month', int32)] - events: - (4 events): - timestamps: [...] - 'calendar_day_of_month': [ 4 20 1 7] - ... - - ``` - - Args: - sampling: EventSet to get the days of month from. - - Returns: - EventSet with a single feature with the day of the month each timestamp - in `sampling` belongs to. - """ assert isinstance(sampling, EventSetNode) return CalendarDayOfMonthOperator(sampling).outputs["output"] diff --git a/temporian/core/operators/calendar/day_of_week.py b/temporian/core/operators/calendar/day_of_week.py index 2413d9702..9173acc12 100644 --- a/temporian/core/operators/calendar/day_of_week.py +++ b/temporian/core/operators/calendar/day_of_week.py @@ -36,38 +36,6 @@ def output_feature_name(cls) -> str: @compile def calendar_day_of_week(sampling: EventSetOrNode) -> EventSetOrNode: - """Obtains the day of the week the timestamps in an - [`EventSet`][temporian.EventSet]'s sampling are in. - - Features in `input` are ignored, only the timestamps are used and - they must be unix timestamps (`is_unix_timestamp=True`). - - Output feature contains numbers from 0 (Monday) to 6 (Sunday). - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=["2023-06-19", "2023-06-21", "2023-06-25", "2023-07-03"], - ... ) - >>> b = tp.calendar_day_of_week(a) - >>> b - indexes: ... - features: [('calendar_day_of_week', int32)] - events: - (4 events): - timestamps: [...] - 'calendar_day_of_week': [0 2 6 0] - ... - - ``` - - Args: - sampling: EventSet to get the days of week from. - - Returns: - EventSet with a single feature with the day of the week each timestamp - in `sampling` belongs to. - """ assert isinstance(sampling, EventSetNode) return CalendarDayOfWeekOperator(sampling).outputs["output"] diff --git a/temporian/core/operators/calendar/day_of_year.py b/temporian/core/operators/calendar/day_of_year.py index 71068e1ad..9aa3ae7c4 100644 --- a/temporian/core/operators/calendar/day_of_year.py +++ b/temporian/core/operators/calendar/day_of_year.py @@ -36,38 +36,6 @@ def output_feature_name(cls) -> str: @compile def calendar_day_of_year(sampling: EventSetOrNode) -> EventSetOrNode: - """Obtains the day of year the timestamps in an - [`EventSet`][temporian.EventSet]'s sampling are in. - - Features in `input` are ignored, only the timestamps are used and - they must be unix timestamps (`is_unix_timestamp=True`). - - Output feature contains numbers between 1 and 366. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=["2020-01-01", "2021-06-01", "2022-12-31", "2024-12-31"], - ... ) - >>> b = tp.calendar_day_of_year(a) - >>> b - indexes: ... - features: [('calendar_day_of_year', int32)] - events: - (4 events): - timestamps: [...] - 'calendar_day_of_year': [ 1 152 365 366] - ... - - ``` - - Args: - sampling: EventSet to get the days of year from. - - Returns: - EventSet with a single feature with the day of the year each timestamp - in `sampling` belongs to. - """ assert isinstance(sampling, EventSetNode) return CalendarDayOfYearOperator(sampling).outputs["output"] diff --git a/temporian/core/operators/calendar/hour.py b/temporian/core/operators/calendar/hour.py index 639559b9c..c43922c35 100644 --- a/temporian/core/operators/calendar/hour.py +++ b/temporian/core/operators/calendar/hour.py @@ -36,39 +36,6 @@ def output_feature_name(cls) -> str: @compile def calendar_hour(sampling: EventSetOrNode) -> EventSetOrNode: - """Obtains the hour the timestamps in an - [`EventSet`][temporian.EventSet]'s sampling are in. - - Features in `input` are ignored, only the timestamps are used and - they must be unix timestamps (`is_unix_timestamp=True`). - - Output feature contains numbers between 0 and 23. - - Usage example: - ```python - >>> from datetime import datetime - >>> a = tp.event_set( - ... timestamps=[datetime(2020,1,1,18,30), datetime(2020,1,1,23,59)], - ... ) - >>> b = tp.calendar_hour(a) - >>> b - indexes: ... - features: [('calendar_hour', int32)] - events: - (2 events): - timestamps: [...] - 'calendar_hour': [18 23] - ... - - ``` - - Args: - sampling: EventSet to get the hours from. - - Returns: - EventSet with a single feature with the hour each timestamp in `sampling` - belongs to. - """ assert isinstance(sampling, EventSetNode) return CalendarHourOperator(sampling).outputs["output"] diff --git a/temporian/core/operators/calendar/iso_week.py b/temporian/core/operators/calendar/iso_week.py index faebd6547..c9c989621 100644 --- a/temporian/core/operators/calendar/iso_week.py +++ b/temporian/core/operators/calendar/iso_week.py @@ -36,38 +36,6 @@ def output_feature_name(cls) -> str: @compile def calendar_iso_week(sampling: EventSetOrNode) -> EventSetOrNode: - """Obtains the ISO week the timestamps in an - [`EventSet`][temporian.EventSet]'s sampling are in. - - Features in `input` are ignored, only the timestamps are used and - they must be unix timestamps (`is_unix_timestamp=True`). - - Output feature contains numbers between 1 and 53. - - Usage example: - ```python - >>> a = tp.event_set( - ... # Note: 2023-01-01 is Sunday in the same week as 2022-12-31 - ... timestamps=["2022-12-31", "2023-01-01", "2023-01-02", "2023-12-20"], - ... ) - >>> b = tp.calendar_iso_week(a) - >>> b - indexes: ... - features: [('calendar_iso_week', int32)] - events: - (4 events): - timestamps: [...] - 'calendar_iso_week': [52 52 1 51] - ... - - ``` - Args: - sampling: EventSet to get the ISO weeks from. - - Returns: - EventSet with a single feature with the ISO week each timestamp in - `sampling` belongs to. - """ assert isinstance(sampling, EventSetNode) return CalendarISOWeekOperator(sampling).outputs["output"] diff --git a/temporian/core/operators/calendar/minute.py b/temporian/core/operators/calendar/minute.py index 1db05f23a..e469b8e14 100644 --- a/temporian/core/operators/calendar/minute.py +++ b/temporian/core/operators/calendar/minute.py @@ -36,41 +36,6 @@ def output_feature_name(cls) -> str: @compile def calendar_minute(sampling: EventSetOrNode) -> EventSetOrNode: - """Obtain the minute the timestamps in an - [`EventSet`][temporian.EventSet]'s sampling are in. - - Features in `input` are ignored, only the timestamps are used and - they must be unix timestamps (`is_unix_timestamp=True`). - - Output feature contains numbers between - 0 and 59. - - Usage example: - ```python - >>> from datetime import datetime - >>> a = tp.event_set( - ... timestamps=[datetime(2020,1,1,18,30), datetime(2020,1,1,23,59)], - ... name='random_hours' - ... ) - >>> b = tp.calendar_minute(a) - >>> b - indexes: ... - features: [('calendar_minute', int32)] - events: - (2 events): - timestamps: [...] - 'calendar_minute': [30 59] - ... - - ``` - - Args: - sampling: EventSet to get the minutes from. - - Returns: - EventSet with a single feature with the minute each timestamp in - `sampling` belongs to. - """ assert isinstance(sampling, EventSetNode) return CalendarMinuteOperator(sampling).outputs["output"] diff --git a/temporian/core/operators/calendar/month.py b/temporian/core/operators/calendar/month.py index cca40f6c3..62303d1e1 100644 --- a/temporian/core/operators/calendar/month.py +++ b/temporian/core/operators/calendar/month.py @@ -36,39 +36,6 @@ def output_feature_name(cls) -> str: @compile def calendar_month(sampling: EventSetOrNode) -> EventSetOrNode: - """Obtains the month the timestamps in an - [`EventSet`][temporian.EventSet]'s sampling are in. - - Features in `input` are ignored, only the timestamps are used and - they must be unix timestamps (`is_unix_timestamp=True`). - - Output feature contains numbers between 1 and 12. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=["2023-02-04", "2023-02-20", "2023-03-01", "2023-05-07"], - ... name='special_events' - ... ) - >>> b = tp.calendar_month(a) - >>> b - indexes: ... - features: [('calendar_month', int32)] - events: - (4 events): - timestamps: [...] - 'calendar_month': [2 2 3 5] - ... - - ``` - - Args: - sampling: EventSet with unix timestamp sampling. - - Returns: - EventSet with a single feature with the month each timestamp in - `sampling` belongs to. - """ assert isinstance(sampling, EventSetNode) return CalendarMonthOperator(sampling).outputs["output"] diff --git a/temporian/core/operators/calendar/second.py b/temporian/core/operators/calendar/second.py index 247912965..f0b5bdcc0 100644 --- a/temporian/core/operators/calendar/second.py +++ b/temporian/core/operators/calendar/second.py @@ -36,40 +36,6 @@ def output_feature_name(cls) -> str: @compile def calendar_second(sampling: EventSetOrNode) -> EventSetOrNode: - """Obtains the second the timestamps in an - [`EventSet`][temporian.EventSet]'s sampling are in. - - Features in `input` are ignored, only the timestamps are used and - they must be unix timestamps (`is_unix_timestamp=True`). - - Output feature contains numbers between 0 and 59. - - Usage example: - ```python - >>> from datetime import datetime - >>> a = tp.event_set( - ... timestamps=[datetime(2020,1,1,18,30,55), datetime(2020,1,1,23,59,0)], - ... name='random_hours' - ... ) - >>> b = tp.calendar_second(a) - >>> b - indexes: ... - features: [('calendar_second', int32)] - events: - (2 events): - timestamps: [...] - 'calendar_second': [55 0] - ... - - ``` - - Args: - sampling: EventSet to get the seconds from. - - Returns: - EventSet with a single feature with the second each timestamp in - `sampling` belongs to. - """ assert isinstance(sampling, EventSetNode) return CalendarSecondOperator(sampling).outputs["output"] diff --git a/temporian/core/operators/calendar/year.py b/temporian/core/operators/calendar/year.py index f8170aa0a..72176e110 100644 --- a/temporian/core/operators/calendar/year.py +++ b/temporian/core/operators/calendar/year.py @@ -36,37 +36,6 @@ def output_feature_name(cls) -> str: @compile def calendar_year(sampling: EventSetOrNode) -> EventSetOrNode: - """Obtains the year the timestamps in an - [`EventSet`][temporian.EventSet]'s sampling are in. - - Features in `input` are ignored, only the timestamps are used and - they must be unix timestamps (`is_unix_timestamp=True`). - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=["2021-02-04", "2022-02-20", "2023-03-01", "2023-05-07"], - ... name='random_moments' - ... ) - >>> b = tp.calendar_year(a) - >>> b - indexes: ... - features: [('calendar_year', int32)] - events: - (4 events): - timestamps: [...] - 'calendar_year': [2021 2022 2023 2023] - ... - - ``` - - Args: - sampling: EventSet to get the years from. - - Returns: - EventSet with a single feature with the year each timestamp in - `sampling` belongs to. - """ assert isinstance(sampling, EventSetNode) return CalendarYearOperator(sampling).outputs["output"] diff --git a/temporian/core/operators/cast.py b/temporian/core/operators/cast.py index df98b076d..ba1d3ca4e 100644 --- a/temporian/core/operators/cast.py +++ b/temporian/core/operators/cast.py @@ -14,7 +14,7 @@ """Cast operator class and public API function definition.""" -from typing import Union, Dict, Optional, List, Any, Type +from typing import Union, Dict, Optional, List, Any from temporian.core.data.schema import Schema, FeatureSchema @@ -27,11 +27,9 @@ create_node_with_new_reference, ) from temporian.core.operators.base import Operator -from temporian.core.typing import EventSetOrNode +from temporian.core.typing import EventSetOrNode, TypeOrDType from temporian.proto import core_pb2 as pb -TypeOrDType = Union[DType, Type[float], Type[int], Type[str], Type[bool]] - def _normalize_dtype(x: Any) -> DType: if isinstance(x, DType): @@ -212,83 +210,6 @@ def cast( ], check_overflow: bool = True, ) -> EventSetOrNode: - """Casts the data types of an [`EventSet`][temporian.EventSet]'s features. - - Features not impacted by cast are kept. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=[1, 2], - ... features={"A": [0, 2], "B": ['a', 'b'], "C": [5.0, 5.5]}, - ... ) - - >>> # Cast all input features to the same dtype - >>> b = tp.cast(a[["A", "C"]], tp.float32) - >>> b - indexes: [] - features: [('A', float32), ('C', float32)] - events: - (2 events): - timestamps: [1. 2.] - 'A': [0. 2.] - 'C': [5. 5.5] - ... - - - >>> # Cast by feature name - >>> b = tp.cast(a, {'A': bool, 'C': int}) - >>> b - indexes: [] - features: [('A', bool_), ('B', str_), ('C', int64)] - events: - (2 events): - timestamps: [1. 2.] - 'A': [False True] - 'B': [b'a' b'b'] - 'C': [5 5] - ... - - >>> # Map original_dtype -> target_dtype - >>> b = tp.cast(a, {float: int, int: float}) - >>> b - indexes: [] - features: [('A', float64), ('B', str_), ('C', int64)] - events: - (2 events): - timestamps: [1. 2.] - 'A': [0. 2.] - 'B': [b'a' b'b'] - 'C': [5 5] - ... - - ``` - - Args: - input: Input EventSet object to cast the columns from. - target: Single dtype or a map. Providing a single dtype will cast all - columns to it. The mapping keys can be either feature names or the - original dtypes (and not both types mixed), and the values are the - target dtypes for them. All dtypes must be Temporian types (see - `dtype.py`). - check_overflow: Flag to check overflow when casting to a dtype with a - shorter range (e.g: `INT64`->`INT32`). Note that this check adds - some computation overhead. Defaults to `True`. - - Returns: - New EventSet (or the same if no features actually changed dtype), - with the same feature names as the input one, but with the new - dtypes as specified in `target`. - - Raises: - ValueError: If `check_overflow=True` and some value is out of the range - of the `target` dtype. - ValueError: If trying to cast a non-numeric string to numeric dtype. - ValueError: If `target` is not a dtype nor a mapping. - ValueError: If `target` is a mapping, but some of the keys are not a - dtype nor a feature in `input.feature_names`, or if those types are - mixed. - """ assert isinstance(input, EventSetNode) # Convert 'target' to one of these: diff --git a/temporian/core/operators/drop_index.py b/temporian/core/operators/drop_index.py index 886683160..14721e7db 100644 --- a/temporian/core/operators/drop_index.py +++ b/temporian/core/operators/drop_index.py @@ -163,88 +163,6 @@ def drop_index( indexes: Optional[Union[str, List[str]]] = None, keep: bool = True, ) -> EventSetOrNode: - """Removes indexes from an [`EventSet`][temporian.EventSet]. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=[1, 2, 1, 0, 1, 1], - ... features={ - ... "f1": [1, 1, 1, 2, 2, 2], - ... "f2": [1, 1, 2, 1, 1, 2], - ... "f3": [1, 1, 1, 1, 1, 1] - ... }, - ... indexes=["f1", "f2"] - ... ) - - >>> # Both f1 and f2 are indices - >>> a - indexes: [('f1', int64), ('f2', int64)] - features: [('f3', int64)] - events: - f1=1 f2=1 (2 events): - timestamps: [1. 2.] - 'f3': [1 1] - f1=1 f2=2 (1 events): - timestamps: [1.] - 'f3': [1] - f1=2 f2=1 (2 events): - timestamps: [0. 1.] - 'f3': [1 1] - f1=2 f2=2 (1 events): - timestamps: [1.] - 'f3': [1] - ... - - >>> # Drop "f2", remove it from features - >>> b = tp.drop_index(a, "f2", keep=False) - >>> b - indexes: [('f1', int64)] - features: [('f3', int64)] - events: - f1=1 (3 events): - timestamps: [1. 1. 2.] - 'f3': [1 1 1] - f1=2 (3 events): - timestamps: [0. 1. 1.] - 'f3': [1 1 1] - ... - - >>> # Drop both indices, keep them as features - >>> b = tp.drop_index(a, ["f2", "f1"]) - >>> b - indexes: [] - features: [('f3', int64), ('f2', int64), ('f1', int64)] - events: - (6 events): - timestamps: [0. 1. 1. 1. 1. 2.] - 'f3': [1 1 1 1 1 1] - 'f2': [2 1 1 2 2 1] - 'f1': [1 2 1 2 1 1] - ... - - ``` - - Args: - input: EventSet from which the specified indexes should be removed. - indexes: Index column(s) to be removed from `input`. This can be a - single column name (`str`) or a list of column names (`List[str]`). - If not specified or set to `None`, all indexes in `input` will - be removed. Defaults to `None`. - keep: Flag indicating whether the removed indexes should be kept - as features in the output EventSet. Defaults to `True`. - - Returns: - EventSet with the specified indexes removed. If `keep` is set to - `True`, the removed indexes will be included as features in it. - - Raises: - ValueError: If an empty list is provided as the `index_names` argument. - KeyError: If any of the specified `index_names` are missing from - `input`'s index. - ValueError: If a feature name coming from the indexes already exists in - `input`, and the `keep` flag is set to `True`. - """ assert isinstance(input, EventSetNode) indexes = _normalize_indexes(input, indexes) diff --git a/temporian/core/operators/end.py b/temporian/core/operators/end.py index 42c9f34ef..4d5cbe1ae 100644 --- a/temporian/core/operators/end.py +++ b/temporian/core/operators/end.py @@ -58,36 +58,6 @@ def build_op_definition(cls) -> pb.OperatorDef: @compile def end(input: EventSetOrNode) -> EventSetOrNode: - """Generates a single timestamp at the end of an - [`EventSet`][temporian.EventSet], per index key. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=[5, 6, 7, 1], - ... features={"f": [50, 60, 70, 10], "idx": [1, 1, 1, 2]}, - ... indexes=["idx"] - ... ) - - >>> a_end = tp.end(a) - >>> a_end - indexes: [('idx', int64)] - features: [] - events: - idx=1 (1 events): - timestamps: [7.] - idx=2 (1 events): - timestamps: [1.] - ... - - ``` - - Args: - input: Guide EventSet. - - Returns: - A feature-less EventSet with a single timestamp per index group. - """ assert isinstance(input, EventSetNode) return EndOperator(input=input).outputs["output"] diff --git a/temporian/core/operators/enumerate.py b/temporian/core/operators/enumerate.py index 8b74bd18a..e7a508279 100644 --- a/temporian/core/operators/enumerate.py +++ b/temporian/core/operators/enumerate.py @@ -59,40 +59,6 @@ def build_op_definition(cls) -> pb.OperatorDef: @compile def enumerate(input: EventSetOrNode) -> EventSetOrNode: - """Create an `int64` feature with the ordinal position of each event in an - [`EventSet`][temporian.EventSet]. - - Each index group is enumerated independently. - - Usage: - ```python - >>> a = tp.event_set( - ... timestamps=[-1, 2, 3, 5, 0], - ... features={"cat": ["A", "A", "A", "A", "B"]}, - ... indexes=["cat"], - ... ) - >>> b = tp.enumerate(a) - >>> b - indexes: [('cat', str_)] - features: [('enumerate', int64)] - events: - cat=b'A' (4 events): - timestamps: [-1. 2. 3. 5.] - 'enumerate': [0 1 2 3] - cat=b'B' (1 events): - timestamps: [0.] - 'enumerate': [0] - ... - - ``` - - Args: - input: EventSet to enumerate. - - Returns: - EventSet with a single feature with each event's ordinal position in - its index group. - """ assert isinstance(input, EventSetNode) return Enumerate(input=input).outputs["output"] diff --git a/temporian/core/operators/filter.py b/temporian/core/operators/filter.py index d6e856076..a1540754b 100644 --- a/temporian/core/operators/filter.py +++ b/temporian/core/operators/filter.py @@ -86,51 +86,6 @@ def filter( input: EventSetOrNode, condition: Optional[EventSetOrNode] = None, ) -> EventSetOrNode: - """Filters out events in an [`EventSet`][temporian.EventSet] for which a - condition is false. - - Each timestamp in `input` is only kept if the corresponding value for that - timestamp in `condition` is `True`. - - `input` and `condition` must have the same sampling, and `condition` must - have one single feature, of boolean type. - - filter(x) is equivalent to filter(x,x). filter(x) can be used to convert - a boolean mask into a timestamps. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1, 5, 6], - ... features={"f1": [0, 10, 50, 60], "f2": [50, 100, 500, 600]}, - ... ) - - >>> # Example boolean condition - >>> condition = a["f1"] > 20 - >>> condition - indexes: ... - timestamps: [0. 1. 5. 6.] - 'f1': [False False True True] - ... - - >>> # Filter only True timestamps - >>> filtered = tp.filter(a, condition) - >>> filtered - indexes: ... - timestamps: [5. 6.] - 'f1': [50 60] - 'f2': [500 600] - ... - - ``` - - Args: - input: EventSet to filter. - condition: EventSet with a single boolean feature. - - Returns: - Filtered EventSet. - """ if condition is None: condition = input diff --git a/temporian/core/operators/glue.py b/temporian/core/operators/glue.py index 6831dffff..f9fa4dd62 100644 --- a/temporian/core/operators/glue.py +++ b/temporian/core/operators/glue.py @@ -158,19 +158,19 @@ def glue( >>> b = 3 * a # Add a prefix before glue - >>> output = tp.glue(a, tp.prefix(b, "3x")) + >>> output = tp.glue(a, b.prefix("3x")) >>> output.schema.features [('M', int64), ('N', int64), ('3xM', int64), ('3xN', int64)] # Or rename before glue - >>> output = tp.glue(a["M"], tp.rename(b["M"], "M_new")) + >>> output = tp.glue(a["M"], b["M"].rename("M_new")) >>> output.schema.features [('M', int64), ('M_new', int64)] ``` To concatenate EventSets with different samplings, use - [`tp.resample()`][temporian.resample] first. + [`EventSet.resample()`][temporian.EventSet.resample] first. Example with different samplings: @@ -178,10 +178,7 @@ def glue( >>> a = tp.event_set(timestamps=[0, 2], features={"A": [0, 20]}) >>> b = tp.event_set(timestamps=[0, 2], features={"B": [1, 21]}) >>> c = tp.event_set(timestamps=[1, 4], features={"C": [10, 40]}) - >>> output = tp.glue(a, - ... tp.resample(b, sampling=a), - ... tp.resample(c, sampling=a) - ... ) + >>> output = tp.glue(a, b.resample(a), c.resample(a)) >>> output indexes: [] features: [('A', int64), ('B', int64), ('C', int64)] diff --git a/temporian/core/operators/join.py b/temporian/core/operators/join.py index cee9e1587..cf99907d6 100644 --- a/temporian/core/operators/join.py +++ b/temporian/core/operators/join.py @@ -142,94 +142,13 @@ def join( how: str = "left", on: Optional[str] = None, ) -> EventSetOrNode: - """Join [`EventSets`][temporian.EventSet] with different samplings. - - Join features from two EventSets based on timestamps. Optionally, join on - timestamps and an extra `int64` feature. Joined EventSets should have the - same index and non-overlapping feature names. - - To concatenate EventSets with the same sampling, use - [`tp.glue()`][temporian.glue] instead. [`tp.glue()`][temporian.glue] is - almost free while [`tp.join()`][temporian.join] can be expensive. - - To resample an EventSets according to another EventSets's sampling, use - [`tp.resample()`][temporian.resample] instead. - - Example: - - ```python - >>> a = tp.event_set(timestamps=[0, 1, 2], features={"A": [0, 10, 20]}) - >>> b = tp.event_set(timestamps=[0, 2, 4], features={"B": [0., 2., 4.]}) - - >>> # Left join - >>> c = tp.join(a, b) - >>> c - indexes: [] - features: [('A', int64), ('B', float64)] - events: - (3 events): - timestamps: [0. 1. 2.] - 'A': [ 0 10 20] - 'B': [ 0. nan 2.] - ... - - ``` - - Example with an index and feature join: - - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1, 1, 1], - ... features={ - ... "idx": [1, 1, 2, 2], - ... "match": [1, 2, 4, 5], - ... "A": [10, 20, 40, 50], - ... }, - ... indexes=["idx"] - ... ) - >>> b = tp.event_set( - ... timestamps=[0, 1, 0, 1, 1, 1], - ... features={ - ... "idx": [1, 1, 2, 2, 2, 2], - ... "match": [1, 2, 3, 4, 5, 6], - ... "B": [10., 20., 30., 40., 50., 60.], - ... }, - ... indexes=["idx"] - ... ) - - >>> # Join by index and 'match' - >>> c = tp.join(a, b, on="match") - >>> c - indexes: [('idx', int64)] - features: [('match', int64), ('A', int64), ('B', float64)] - events: - idx=1 (2 events): - timestamps: [0. 1.] - 'match': [1 2] - 'A': [10 20] - 'B': [10. 20.] - idx=2 (2 events): - timestamps: [1. 1.] - 'match': [4 5] - 'A': [40 50] - 'B': [40. 50.] - ... - - ``` - - Args: - left: Left EventSet to join. - right: Right EventSet to join. - how: Whether to perform a `"left"`, `"inner"`, or `"outer"` join. - Currently, only `"left"` join is supported. - """ assert isinstance(left, EventSetNode) assert isinstance(right, EventSetNode) if left.sampling_node is right.sampling_node: raise ValueError( - "Both inputs have the same sampling. Use tp.glue instead of" - " tp.join." + "Both inputs have the same sampling. Use `tp.glue()` instead of" + " `EventSet.join()`." ) return Join( diff --git a/temporian/core/operators/lag.py b/temporian/core/operators/lag.py index 71328170e..d7a231a1f 100644 --- a/temporian/core/operators/lag.py +++ b/temporian/core/operators/lag.py @@ -79,34 +79,6 @@ def build_op_definition(cls) -> pb.OperatorDef: @compile def lag(input: EventSetOrNode, duration: Duration) -> EventSetOrNode: - """Adds a delay to an [`EventSet`][temporian.EventSet]'s timestamps. - - In other words, shifts the timestamp values forwards in time. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1, 5, 6], - ... features={"value": [0, 1, 5, 6]}, - ... ) - - >>> b = tp.lag(a, tp.duration.seconds(2)) - >>> b - indexes: ... - (4 events): - timestamps: [2. 3. 7. 8.] - 'value': [0 1 5 6] - ... - - ``` - - Args: - input: EventSet to lag. - duration: Duration to lag by. - - Returns: - Lagged EventSet. - """ assert isinstance(input, EventSetNode) normalized_duration = normalize_duration(duration) diff --git a/temporian/core/operators/leak.py b/temporian/core/operators/leak.py index ff817184f..81a871e70 100644 --- a/temporian/core/operators/leak.py +++ b/temporian/core/operators/leak.py @@ -80,39 +80,6 @@ def build_op_definition(cls) -> pb.OperatorDef: @compile def leak(input: EventSetOrNode, duration: Duration) -> EventSetOrNode: - """Subtracts a duration from an [`EventSet`][temporian.EventSet]'s - timestamps. - - In other words, shifts the timestamp values backward in time. - - Note that this operator moves future data into the past, and should be used - with caution to prevent unwanted future leakage. For instance, this op - should generally not be used to compute the input features of a model. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1, 5, 6], - ... features={"value": [0, 1, 5, 6]}, - ... ) - - >>> b = tp.leak(a, tp.duration.seconds(2)) - >>> b - indexes: ... - (4 events): - timestamps: [-2. -1. 3. 4.] - 'value': [0 1 5 6] - ... - - ``` - - Args: - input: EventSet to leak. - duration: Duration to leak by. - - Returns: - Leaked EventSet. - """ assert isinstance(input, EventSetNode) normalized_duration = normalize_duration(duration) diff --git a/temporian/core/operators/prefix.py b/temporian/core/operators/prefix.py index 6c718e958..ba963c327 100644 --- a/temporian/core/operators/prefix.py +++ b/temporian/core/operators/prefix.py @@ -73,42 +73,11 @@ def build_op_definition(cls) -> pb.OperatorDef: operator_lib.register_operator(Prefix) -# TODO: make input be the first argument @compile def prefix( input: EventSetOrNode, prefix: str, ) -> EventSetOrNode: - """Adds a prefix to the names of the features in an - [`EventSet`][temporian.EventSet]. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1], - ... features={"f1": [0, 2], "f2": [5, 6]} - ... ) - >>> b = a * 5 - - >>> # Prefix before glue to avoid duplicated names - >>> c = tp.glue(tp.prefix(a, "original_"), tp.prefix(b, "result_")) - >>> c - indexes: ... - 'original_f1': [0 2] - 'original_f2': [5 6] - 'result_f1': [ 0 10] - 'result_f2': [25 30] - ... - - ``` - - Args: - input: EventSet to prefix. - prefix: Prefix to add in front of the feature names. - - Returns: - Prefixed EventSet. - """ assert isinstance(input, EventSetNode) return Prefix(input=input, prefix=prefix).outputs["output"] diff --git a/temporian/core/operators/propagate.py b/temporian/core/operators/propagate.py index 8aeddc8e3..1f3122f2a 100644 --- a/temporian/core/operators/propagate.py +++ b/temporian/core/operators/propagate.py @@ -102,70 +102,6 @@ def build_op_definition(cls) -> pb.OperatorDef: def propagate( input: EventSetOrNode, sampling: EventSetOrNode, resample: bool = False ) -> EventSetOrNode: - """Propagates feature values over another [`EventSet`][temporian.EventSet]'s - index. - - Given `input` and `sampling` where `input`'s indexes are a superset of - `sampling`'s (e.g., the indexes of `input` are `["x"]`, and the indexes of - `sampling` are `["x","y"]`), duplicates the features of `input` over the - indexes of `sampling`. - - Example use case: - ```python - >>> products = tp.event_set( - ... timestamps=[1, 2, 3, 1, 2, 3], - ... features={ - ... "product": [1, 1, 1, 2, 2, 2], - ... "sales": [100., 200., 500., 1000., 2000., 5000.] - ... }, - ... indexes=["product"], - ... ) - >>> store = tp.event_set( - ... timestamps=[1, 2, 3, 4, 5], - ... features={ - ... "sales": [10000., 20000., 30000., 5000., 1000.] - ... }, - ... ) - - >>> # First attempt: divide to calculate fraction of total store sales - >>> products / store - Traceback (most recent call last): - ... - ValueError: Arguments don't have the same index. ... - - >>> # Second attempt: propagate index - >>> store_prop = tp.propagate(store, products) - >>> products / store_prop - Traceback (most recent call last): - ... - ValueError: Arguments should have the same sampling. ... - - >>> # Third attempt: propagate + resample - >>> store_resample = tp.propagate(store, products, resample=True) - >>> div = products / store_resample - >>> div - indexes: [('product', int64)] - features: [('div_sales_sales', float64)] - events: - product=1 (3 events): - timestamps: [1. 2. 3.] - 'div_sales_sales': [0.01 0.01 0.0167] - product=2 (3 events): - timestamps: [1. 2. 3.] - 'div_sales_sales': [0.1 0.1 0.1667] - ... - - ``` - - Args: - input: EventSet to propagate. - sampling: Index to propagate over. - resample: If true, apply a [`tp.resample()`][temporian.resample] before - propagating, for the output to have the same sampling as `sampling`. - - Returns: - EventSet propagated over `sampling`'s index. - """ assert isinstance(input, EventSetNode) assert isinstance(sampling, EventSetNode) diff --git a/temporian/core/operators/rename.py b/temporian/core/operators/rename.py index 23733d346..2afec49ff 100644 --- a/temporian/core/operators/rename.py +++ b/temporian/core/operators/rename.py @@ -171,58 +171,6 @@ def rename( features: Optional[Union[str, Dict[str, str]]] = None, indexes: Optional[Union[str, Dict[str, str]]] = None, ) -> EventSetOrNode: - """Renames an [`EventSet`][temporian.EventSet]'s features and index. - - If the input has a single feature, then the `features` can be a - single string with the new name. - - If the input has multiple features, then `features` must be a mapping - with the old names as keys and the new names as values. - - The indexes renaming follows the same criteria, accepting a single string or - a mapping for multiple indexes. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1], - ... features={"f1": [0, 2], "f2": [5, 6]} - ... ) - >>> b = 5 * a - - >>> # Rename single feature - >>> b_1 = tp.rename(b["f1"], "f1_result") - >>> b_1 - indexes: [] - features: [('f1_result', int64)] - events: - (2 events): - timestamps: [0. 1.] - 'f1_result': [ 0 10] - ... - - >>> # Rename multiple features - >>> b_rename = tp.rename(b, {"f1": "5xf1", "f2": "5xf2"}) - >>> b_rename - indexes: [] - features: [('5xf1', int64), ('5xf2', int64)] - events: - (2 events): - timestamps: [0. 1.] - '5xf1': [ 0 10] - '5xf2': [25 30] - ... - - ``` - - Args: - input: EventSet to rename. - features: New feature name or mapping from old names to new names. - indexes: New index name or mapping from old names to new names. - - Returns: - EventSet with renamed features and index. - """ assert isinstance(input, EventSetNode) features = _normalize_rename_features(input.schema, features) diff --git a/temporian/core/operators/resample.py b/temporian/core/operators/resample.py index b565f8dd4..f5d97afe8 100644 --- a/temporian/core/operators/resample.py +++ b/temporian/core/operators/resample.py @@ -69,38 +69,6 @@ def resample( input: EventSetOrNode, sampling: EventSetOrNode, ) -> EventSetOrNode: - """Resamples an [`EventSet`][temporian.EventSet] at each timestamp of - another [`EventSet`][temporian.EventSet]. - - If a timestamp in `sampling` does not have a corresponding timestamp in - `input`, the last timestamp in `input` is used instead. If this timestamp - is anterior to an value in `input`, the value is replaced by - `dtype.MissingValue(...)`. - - Example: - - ```python - >>> a = tp.event_set( - ... timestamps=[1, 5, 8, 9], - ... features={"f1": [1.0, 2.0, 3.0, 4.0]} - ... ) - >>> b = tp.event_set(timestamps=[-1, 1, 6, 10]) - >>> c = tp.resample(a, sampling=b) - >>> c - indexes: ... - timestamps: [-1. 1. 6. 10.] - 'f1': [nan 1. 2. 4.] - ... - - ``` - - Args: - input: EventSet to sample. - sampling: EventSet to use the sampling of. - - Returns: - Resampled EventSet, with same sampling as `sampling`. - """ assert isinstance(input, EventSetNode) assert isinstance(sampling, EventSetNode) diff --git a/temporian/core/operators/select.py b/temporian/core/operators/select.py index 8b0c15bc5..e445c69c5 100644 --- a/temporian/core/operators/select.py +++ b/temporian/core/operators/select.py @@ -94,53 +94,6 @@ def select( input: EventSetOrNode, feature_names: Union[str, List[str]], ) -> EventSetOrNode: - """Selects a subset of features from an [`EventSet`][temporian.EventSet]. - - Args: - input: EventSet to select features from. - feature_names: Name or list of names of the features to select from the - input. - - Usage example: - ```python - >>> a = tp.event_set( - ... timestamps=[1, 2], - ... features={"A": [1, 2], "B": ['s', 'm'], "C": [5.0, 5.5]}, - ... ) - - >>> # Select single feature - >>> b = tp.select(a, 'B') - >>> # Equivalent - >>> b = a['B'] - >>> b - indexes: [] - features: [('B', str_)] - events: - (2 events): - timestamps: [1. 2.] - 'B': [b's' b'm'] - ... - - >>> # Select multiple features - >>> bc = tp.select(a, ['B', 'C']) - >>> # Equivalent - >>> bc = a[['B', 'C']] - >>> bc - indexes: [] - features: [('B', str_), ('C', float64)] - events: - (2 events): - timestamps: [1. 2.] - 'B': [b's' b'm'] - 'C': [5. 5.5] - ... - - ``` - - - Returns: - EventSet containing only the selected features. - """ assert isinstance(input, EventSetNode) if isinstance(feature_names, list) and all( diff --git a/temporian/core/operators/since_last.py b/temporian/core/operators/since_last.py index fb0e3d74e..bc8ae0469 100644 --- a/temporian/core/operators/since_last.py +++ b/temporian/core/operators/since_last.py @@ -83,49 +83,6 @@ def since_last( input: EventSetOrNode, sampling: Optional[EventSetOrNode] = None, ) -> EventSetOrNode: - """Computes the amount of time since the last distinct timestamp in an - [`EventSet`][temporian.EventSet]. - - If `sampling` is provided, the output will correspond to the time elapsed - between each timestamp in `sampling` and the latest previous timestamp in - `input`. Else, the timestamps of `input` will be used as `sampling`. - - Example 1: - ```python - >>> a = tp.event_set(timestamps=[1, 5, 8, 8, 9]) - >>> b = tp.since_last(a) - >>> b - indexes: ... - timestamps: [1. 5. 8. 8. 9.] - 'since_last': [nan 4. 3. 0. 1.] - ... - - ``` - - Example 2: - ```python - >>> a = tp.event_set(timestamps=[2, 5, 7]) - >>> b = tp.event_set(timestamps=[1, 4, 6, 10]) - - >>> # Time elapsed between each sampling event - >>> # and the latest previous event in a - >>> c = tp.since_last(a, sampling=b) - >>> c - indexes: ... - timestamps: [ 1. 4. 6. 10.] - 'since_last': [nan 2. 1. 3.] - ... - - ``` - - Args: - input: EventSet to sample. - sampling: EventSet to use the sampling of. - - Returns: - Resulting EventSet, with same sampling as `sampling` if provided, or as - `input` if not. - """ assert isinstance(input, EventSetNode) if sampling is not None: assert isinstance(sampling, EventSetNode) diff --git a/temporian/core/operators/tick.py b/temporian/core/operators/tick.py index 80e552b54..e7e6ace7e 100644 --- a/temporian/core/operators/tick.py +++ b/temporian/core/operators/tick.py @@ -91,42 +91,6 @@ def build_op_definition(cls) -> pb.OperatorDef: def tick( input: EventSetOrNode, interval: Duration, align: bool = True ) -> EventSetOrNode: - """Generates timestamps at regular intervals in the range of a guide - [`EventSet`][temporian.EventSet]. - - Example with align: - ```python - >>> a = tp.event_set(timestamps=[5, 9, 16]) - >>> b = tp.tick(a, interval=tp.duration.seconds(3), align=True) - >>> b - indexes: ... - timestamps: [ 6. 9. 12. 15.] - ... - - ``` - - Example without align: - ```python - >>> a = tp.event_set(timestamps=[5, 9, 16]) - >>> b = tp.tick(a, interval=tp.duration.seconds(3), align=False) - >>> b - indexes: ... - timestamps: [ 5. 8. 11. 14.] - ... - - ``` - - Args: - input: Guide EventSet. The start and end time boundaries to generate the - new timestamps are defined by the range of timestamps in `input`. - interval: Tick interval. - align: If false, the first tick is generated at the first timestamp - (similar to [`tp.begin()`][temporian.begin]). If true (default), - ticks are generated on timestamps that are multiple of `interval`. - - Returns: - A feature-less EventSet with regular timestamps. - """ assert isinstance(input, EventSetNode) return Tick( diff --git a/temporian/core/operators/timestamps.py b/temporian/core/operators/timestamps.py index f341c08ac..3c0b7b09f 100644 --- a/temporian/core/operators/timestamps.py +++ b/temporian/core/operators/timestamps.py @@ -59,63 +59,6 @@ def build_op_definition(cls) -> pb.OperatorDef: @compile def timestamps(input: EventSetOrNode) -> EventSetOrNode: - """Converts an [`EventSet`][temporian.EventSet]'s timestamps into a - `float64` feature. - - Features in the input EventSet are ignored, only the timestamps are used. - - Datetime timestamps are converted to unix timestamps. - - Integer timestamps example: - ```python - >>> from datetime import datetime - >>> a = tp.event_set(timestamps=[1, 2, 3, 5]) - >>> b = tp.timestamps(a) - >>> b - indexes: [] - features: [('timestamps', float64)] - events: - (4 events): - timestamps: [1. 2. 3. 5.] - 'timestamps': [1. 2. 3. 5.] - ... - - ``` - - Unix timestamps and filter example: - ```python - >>> from datetime import datetime - >>> a = tp.event_set( - ... timestamps=[datetime(1970,1,1,0,0,30), datetime(2023,1,1,1,0,0)], - ... ) - >>> b = tp.timestamps(a) - - >>> # Filter using the timestamps - >>> max_date = datetime(2020, 1, 1).timestamp() - >>> c = tp.filter(b, b < max_date) - - >>> # Operate like any other feature - >>> d = c * 5 - >>> e = tp.glue(tp.rename(c, 'filtered'), tp.rename(d, 'multiplied')) - >>> e - indexes: [] - features: [('filtered', float64), ('multiplied', float64)] - events: - (1 events): - timestamps: [30.] - 'filtered': [30.] - 'multiplied': [150.] - ... - - ``` - - Args: - input: EventSet to get the timestamps from. - - Returns: - EventSet with a single feature named `timestamps` with each event's - timestamp. - """ assert isinstance(input, EventSetNode) return Timestamps(input=input).outputs["output"] diff --git a/temporian/core/operators/unary.py b/temporian/core/operators/unary.py index 5102b5d18..57b6d9e11 100644 --- a/temporian/core/operators/unary.py +++ b/temporian/core/operators/unary.py @@ -199,7 +199,7 @@ def invert( Does not work on integers, they should be cast to [`tp.bool_`][temporian.bool_] beforehand, using - [`tp.cast()`][temporian.cast]. + [`EventSet.cast()`][temporian.EventSet.cast]. Example: ```python @@ -265,7 +265,7 @@ def isnan( ... >>> # Count nans - >>> tp.cumsum(tp.cast(b["M"], int)) + >>> b["M"].cast(int).cumsum() indexes: ... timestamps: [1. 2. 3.] 'M': [1 1 2] @@ -321,7 +321,7 @@ def notnan( 'M': [False True False] ... - >>> tp.filter(a, not_nans) + >>> a.filter(not_nans) indexes: ... 'M': [5.] 'N': [0] diff --git a/temporian/core/operators/unique_timestamps.py b/temporian/core/operators/unique_timestamps.py index eaf4ec47a..72c4a7d26 100644 --- a/temporian/core/operators/unique_timestamps.py +++ b/temporian/core/operators/unique_timestamps.py @@ -58,31 +58,6 @@ def build_op_definition(cls) -> pb.OperatorDef: @compile def unique_timestamps(input: EventSetOrNode) -> EventSetOrNode: - """Removes events with duplicated timestamps from an - [`EventSet`][temporian.EventSet]. - - Returns a feature-less EventSet where each timestamps from `input` only - appears once. If the input is indexed, the unique operation is applied - independently for each index. - - Usage example: - ```python - >>> a = tp.event_set(timestamps=[5, 9, 9, 16], features={'f': [1,2,3,4]}) - >>> b = tp.unique_timestamps(a) - >>> b - indexes: [] - features: [] - events: - (3 events): - timestamps: [ 5. 9. 16.] - ... - - Args: - input: EventSet, possibly with features, to process. - - Returns: - EventSet without features with unique timestamps in `input`. - """ assert isinstance(input, EventSetNode) return UniqueTimestamps(input=input).outputs["output"] diff --git a/temporian/core/operators/window/moving_count.py b/temporian/core/operators/window/moving_count.py index aea62c2f4..314464997 100644 --- a/temporian/core/operators/window/moving_count.py +++ b/temporian/core/operators/window/moving_count.py @@ -44,89 +44,6 @@ def moving_count( window_length: Duration, sampling: Optional[EventSetOrNode] = None, ) -> EventSetOrNode: - """Computes the number of values in a sliding window over an - [`EventSet`][temporian.EventSet]. - - For each t in sampling, and for each index and feature independently, - returns at time t the number of non-nan values for the feature in the window - (t - window_length, t]. - - If `sampling` is provided samples the moving window's value at each - timestamp in `sampling`, else samples it at each timestamp in `input`. - - If the window does not contain any values (e.g., all the values are missing, - or the window does not contain any sampling), outputs missing values. - - Basic example: - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1, 2, 5, 6, 7], - ... features={"value": [np.nan, 1, 5, 10, 15, 20]}, - ... ) - - >>> b = tp.moving_count(a, tp.duration.seconds(2)) - >>> b - indexes: ... - (6 events): - timestamps: [0. 1. 2. 5. 6. 7.] - 'value': [0 1 2 1 2 2] - ... - - ``` - - Example with external sampling: - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1, 2, 5], - ... features={"value": [np.nan, 1, 5, 10]}, - ... ) - >>> b = tp.event_set( - ... timestamps=[-1, 0, 1, 2, 3, 4, 5, 6, 7], - ... ) - >>> c = tp.moving_count(a, tp.duration.seconds(2), sampling=b) - >>> c - indexes: ... - (9 events): - timestamps: [-1. 0. 1. 2. 3. 4. 5. 6. 7.] - 'value': [0 0 1 2 1 0 1 1 0] - ... - - ``` - - Example with indices: - ```python - >>> a = tp.event_set( - ... timestamps=[1, 2, 3, 0, 1, 2], - ... features={ - ... "value": [1, 1, 1, 1, 1, 1], - ... "idx": ["i1", "i1", "i1", "i2", "i2", "i2"], - ... }, - ... indexes=["idx"], - ... ) - >>> b = tp.moving_count(a, tp.duration.seconds(2)) - >>> b - indexes: [('idx', str_)] - features: [('value', int32)] - events: - idx=b'i1' (3 events): - timestamps: [1. 2. 3.] - 'value': [1 2 2] - idx=b'i2' (3 events): - timestamps: [0. 1. 2.] - 'value': [1 2 2] - ... - - ``` - - Args: - input: EventSet for which to count the number of values in each feature. - window_length: Sliding window's length. - sampling: Timestamps to sample the sliding window's value at. If not - provided, timestamps in `input` are used. - - Returns: - EventSet containing the non-nan count of each feature in `input`. - """ assert isinstance(input, EventSetNode) if sampling is not None: assert isinstance(sampling, EventSetNode) diff --git a/temporian/core/operators/window/moving_max.py b/temporian/core/operators/window/moving_max.py index 060a949cb..92b73ee1a 100644 --- a/temporian/core/operators/window/moving_max.py +++ b/temporian/core/operators/window/moving_max.py @@ -44,48 +44,6 @@ def moving_max( window_length: Duration, sampling: Optional[EventSetOrNode] = None, ) -> EventSetOrNode: - """Computes the maximum in a sliding window over an - [`EventSet`][temporian.EventSet]. - - For each t in sampling, and for each index and feature independently, - returns at time t the max of non-nan values for the feature in the window - (t - window_length, t]. - - If `sampling` is provided samples the moving window's value at each - timestamp in `sampling`, else samples it at each timestamp in `input`. - - If the window does not contain any values (e.g., all the values are missing, - or the window does not contain any sampling), outputs missing values. - - Example: - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1, 2, 5, 6, 7], - ... features={"value": [np.nan, 1, 5, 1, 15, 20]}, - ... ) - - >>> b = tp.moving_max(a, tp.duration.seconds(4)) - >>> b - indexes: ... - (6 events): - timestamps: [0. 1. 2. 5. 6. 7.] - 'value': [nan 1. 5. 5. 15. 20.] - ... - - ``` - - See [`tp.moving_count()`](../moving_count) for examples with external - sampling and indices. - - Args: - input: EventSet for which to count the number of values in each feature. - window_length: Sliding window's length. - sampling: Timestamps to sample the sliding window's value at. If not - provided, timestamps in `input` are used. - - Returns: - EventSet containing the max of each feature in `input`. - """ assert isinstance(input, EventSetNode) if sampling is not None: assert isinstance(sampling, EventSetNode) diff --git a/temporian/core/operators/window/moving_min.py b/temporian/core/operators/window/moving_min.py index 13bf6eced..5ccfbd177 100644 --- a/temporian/core/operators/window/moving_min.py +++ b/temporian/core/operators/window/moving_min.py @@ -44,48 +44,6 @@ def moving_min( window_length: Duration, sampling: Optional[EventSetOrNode] = None, ) -> EventSetOrNode: - """Computes the minimum of values in a sliding window over an - [`EventSet`][temporian.EventSet]. - - For each t in sampling, and for each index and feature independently, - returns at time t the minimum of non-nan values for the feature in the window - (t - window_length, t]. - - If `sampling` is provided samples the moving window's value at each - timestamp in `sampling`, else samples it at each timestamp in `input`. - - If the window does not contain any values (e.g., all the values are missing, - or the window does not contain any sampling), outputs missing values. - - Example: - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1, 2, 5, 6, 7], - ... features={"value": [np.nan, 1, 5, 10, 15, 20]}, - ... ) - - >>> b = tp.moving_min(a, tp.duration.seconds(4)) - >>> b - indexes: ... - (6 events): - timestamps: [0. 1. 2. 5. 6. 7.] - 'value': [nan 1. 1. 5. 10. 10.] - ... - - ``` - - See [`tp.moving_count()`](../moving_count) for examples of moving window - operations with external sampling and indices. - - Args: - input: EventSet for which to count the number of values in each feature. - window_length: Sliding window's length. - sampling: Timestamps to sample the sliding window's value at. If not - provided, timestamps in `input` are used. - - Returns: - EventSet containing the minimum of each feature in `input`. - """ assert isinstance(input, EventSetNode) if sampling is not None: assert isinstance(sampling, EventSetNode) diff --git a/temporian/core/operators/window/moving_standard_deviation.py b/temporian/core/operators/window/moving_standard_deviation.py index a28789b77..9b6fd64d6 100644 --- a/temporian/core/operators/window/moving_standard_deviation.py +++ b/temporian/core/operators/window/moving_standard_deviation.py @@ -45,51 +45,6 @@ def moving_standard_deviation( window_length: Duration, sampling: Optional[EventSetOrNode] = None, ) -> EventSetOrNode: - """Computes the standard deviation of values in a sliding window over an - [`EventSet`][temporian.EventSet]. - - For each t in sampling, and for each feature independently, returns at time - t the standard deviation for the feature in the window - (t - window_length, t]. - - If `sampling` is provided samples the moving window's value at each - timestamp in `sampling`, else samples it at each timestamp in `input`. - - Missing values (such as NaNs) are ignored. - - If the window does not contain any values (e.g., all the values are missing, - or the window does not contain any sampling), outputs missing values. - - Example: - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1, 2, 5, 6, 7], - ... features={"value": [np.nan, 1, 5, 10, 15, 20]}, - ... ) - - >>> b = tp.moving_standard_deviation(a, tp.duration.seconds(4)) - >>> b - indexes: ... - (6 events): - timestamps: [0. 1. 2. 5. 6. 7.] - 'value': [ nan 0. 2. 2.5 2.5 4.0825] - ... - - ``` - - See [`tp.moving_count()`](../moving_count) for examples of moving window - operations with external sampling and indices. - - Args: - input: Features to compute the standard deviation for. - window_length: Sliding window's length. - sampling: Timestamps to sample the sliding window's value at. If not - provided, timestamps in `input` are used. - - Returns: - EventSet containing the moving standard deviation of each feature in - `input`. - """ assert isinstance(input, EventSetNode) if sampling is not None: assert isinstance(sampling, EventSetNode) diff --git a/temporian/core/operators/window/moving_sum.py b/temporian/core/operators/window/moving_sum.py index 9e9aa8bc0..d3550995d 100644 --- a/temporian/core/operators/window/moving_sum.py +++ b/temporian/core/operators/window/moving_sum.py @@ -46,49 +46,6 @@ def moving_sum( window_length: Duration, sampling: Optional[EventSetOrNode] = None, ) -> EventSetOrNode: - """Computes the sum of values in a sliding window over an - [`EventSet`][temporian.EventSet]. - - For each t in sampling, and for each feature independently, returns at time - t the sum of the feature in the window (t - window_length, t]. - - If `sampling` is provided samples the moving window's value at each - timestamp in `sampling`, else samples it at each timestamp in `input`. - - Missing values (such as NaNs) are ignored. - - If the window does not contain any values (e.g., all the values are missing, - or the window does not contain any sampling), outputs missing values. - - Example: - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1, 2, 5, 6, 7], - ... features={"value": [np.nan, 1, 5, 10, 15, 20]}, - ... ) - - >>> b = tp.moving_sum(a, tp.duration.seconds(4)) - >>> b - indexes: ... - (6 events): - timestamps: [0. 1. 2. 5. 6. 7.] - 'value': [ 0. 1. 6. 15. 25. 45.] - ... - - ``` - - See [`tp.moving_count()`](../moving_count) for examples of moving window - operations with external sampling and indices. - - Args: - input: Features to sum. - window_length: Sliding window's length. - sampling: Timestamps to sample the sliding window's value at. If not - provided, timestamps in `input` are used. - - Returns: - EventSet containing the moving sum of each feature in `input`. - """ assert isinstance(input, EventSetNode) if sampling is not None: assert isinstance(sampling, EventSetNode) @@ -104,40 +61,6 @@ def moving_sum( def cumsum( input: EventSetOrNode, ) -> EventSetOrNode: - """Computes the cumulative sum of values over each feature in an - [`EventSet`][temporian.EventSet]. - - Foreach timestamp, calculate the sum of the feature from the beginning. - Shorthand for `moving_sum(event, window_length=np.inf)`. - - Missing values are ignored. - - While the feature does not have any values (e.g., missing initial values), - outputs missing values. - - Example: - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1, 2, 5, 6, 7], - ... features={"value": [np.nan, 1, 5, 10, 15, 20]}, - ... ) - - >>> b = tp.cumsum(a) - >>> b - indexes: ... - (6 events): - timestamps: [0. 1. 2. 5. 6. 7.] - 'value': [ 0. 1. 6. 16. 31. 51.] - ... - - ``` - - Args: - input: EventSet with features to accumulate. - - Returns: - Cumulative sum of each feature in `node`. - """ assert isinstance(input, EventSetNode) return MovingSumOperator( diff --git a/temporian/core/operators/window/simple_moving_average.py b/temporian/core/operators/window/simple_moving_average.py index bce1b7d7e..a4f19f0ff 100644 --- a/temporian/core/operators/window/simple_moving_average.py +++ b/temporian/core/operators/window/simple_moving_average.py @@ -50,49 +50,6 @@ def simple_moving_average( window_length: Duration, sampling: Optional[EventSetOrNode] = None, ) -> EventSetOrNode: - """Computes the average of values in a sliding window over an - [`EventSet`][temporian.EventSet]. - - For each t in sampling, and for each feature independently, returns at time - t the average value of the feature in the window (t - window_length, t]. - - If `sampling` is provided samples the moving window's value at each - timestamp in `sampling`, else samples it at each timestamp in `input`. - - Missing values (such as NaNs) are ignored. - - If the window does not contain any values (e.g., all the values are missing, - or the window does not contain any sampling), outputs missing values. - - Example: - ```python - >>> a = tp.event_set( - ... timestamps=[0, 1, 2, 5, 6, 7], - ... features={"value": [np.nan, 1, 5, 10, 15, 20]}, - ... ) - - >>> b = tp.simple_moving_average(a, tp.duration.seconds(4)) - >>> b - indexes: ... - (6 events): - timestamps: [0. 1. 2. 5. 6. 7.] - 'value': [ nan 1. 3. 7.5 12.5 15. ] - ... - - ``` - - See [`tp.moving_count()`](../moving_count) for examples of moving window - operations with external sampling and indices. - - Args: - input: Features to average. - window_length: Sliding window's length. - sampling: Timestamps to sample the sliding window's value at. If not - provided, timestamps in `input` are used. - - Returns: - EventSet containing the moving average of each feature in `input`. - """ assert isinstance(input, EventSetNode) if sampling is not None: assert isinstance(sampling, EventSetNode) diff --git a/temporian/core/serialization.py b/temporian/core/serialization.py index a4db9cbbd..56a8d3c65 100644 --- a/temporian/core/serialization.py +++ b/temporian/core/serialization.py @@ -177,8 +177,8 @@ def save_graph( >>> # Create a graph >>> a = evset.node() - >>> b = tp.moving_sum(a, 2) - >>> b = tp.rename(b, "result_feature") + >>> b = a.moving_sum(2) + >>> b = b.rename("result_feature") >>> # Check evaluation >>> b.run({a: evset}) diff --git a/temporian/core/test/BUILD b/temporian/core/test/BUILD index f5ae58d1d..046fb5faf 100644 --- a/temporian/core/test/BUILD +++ b/temporian/core/test/BUILD @@ -113,3 +113,13 @@ py_test( "//temporian", ], ) + +py_test( + name = "event_set_ops_test", + srcs = ["event_set_ops_test.py"], + srcs_version = "PY3", + deps = [ + # already_there/absl/testing:absltest + "//temporian", + ], +) diff --git a/temporian/core/test/evaluation_test.py b/temporian/core/test/evaluation_test.py index f716092d5..5bd622d30 100644 --- a/temporian/core/test/evaluation_test.py +++ b/temporian/core/test/evaluation_test.py @@ -203,10 +203,10 @@ def test_run_repeated_unnamed_inputs(self): def test_has_leak(self): a = tp.input_node([("f", tp.float32)]) - b = tp.moving_sum(a, 5) - c = tp.leak(b, 5) - d = tp.prefix(c, "something_") - e = tp.moving_sum(d, 2) + b = a.moving_sum(5) + c = b.leak(5) + d = c.prefix("something_") + e = d.moving_sum(2) self.assertTrue(tp.has_leak(e)) self.assertTrue(tp.has_leak(e, a)) diff --git a/temporian/core/test/event_set_ops_test.py b/temporian/core/test/event_set_ops_test.py new file mode 100644 index 000000000..3f64484ef --- /dev/null +++ b/temporian/core/test/event_set_ops_test.py @@ -0,0 +1,217 @@ +from absl.testing import absltest +from temporian.core.data.node import EventSetNode +from temporian.implementation.numpy.data.event_set import EventSet + +from temporian.implementation.numpy.data.io import event_set + + +class EventSetOpsTest(absltest.TestCase): + """Tests that all expected operators are available and work on EventSet and + EventSetNode and that they return the correct type.""" + + def setUp(self): + self.evset = event_set( + timestamps=[0.1, 0.2, 0.3, 0.4, 0.5], + features={ + "a": [1.0, 2.0, 3.0, 7.0, 8.0], + "b": [4.0, 5.0, 6.0, 9.0, 10.0], + "x": [1, 1, 1, 2, 2], + "y": ["hello", "hello", "hello", "world", "world"], + }, + indexes=["x", "y"], + is_unix_timestamp=True, + ) + self.other_evset = event_set( + timestamps=[0.4, 0.5, 0.6, 0.7], + features={ + "c": [11, 12, 13, 14], + "x": [1, 1, 1, 2], + "y": ["hello", "hello", "hello", "world"], + }, + indexes=["x", "y"], + is_unix_timestamp=True, + ) + self.node = self.evset.node() + self.other_node = self.other_evset.node() + + def test_add_index(self): + self.assertTrue(isinstance(self.evset.add_index("a"), EventSet)) + self.assertTrue(isinstance(self.node.add_index("a"), EventSetNode)) + + def test_begin(self): + self.assertTrue(isinstance(self.evset.begin(), EventSet)) + self.assertTrue(isinstance(self.node.begin(), EventSetNode)) + + def test_calendar_day_of_month(self): + self.assertTrue( + isinstance(self.evset.calendar_day_of_month(), EventSet) + ) + self.assertTrue( + isinstance(self.node.calendar_day_of_month(), EventSetNode) + ) + + def test_calendar_day_of_week(self): + self.assertTrue(isinstance(self.evset.calendar_day_of_week(), EventSet)) + self.assertTrue( + isinstance(self.node.calendar_day_of_week(), EventSetNode) + ) + + def test_calendar_day_of_year(self): + self.assertTrue(isinstance(self.evset.calendar_day_of_year(), EventSet)) + self.assertTrue( + isinstance(self.node.calendar_day_of_year(), EventSetNode) + ) + + def test_calendar_hour(self): + self.assertTrue(isinstance(self.evset.calendar_hour(), EventSet)) + self.assertTrue(isinstance(self.node.calendar_hour(), EventSetNode)) + + def test_calendar_iso_week(self): + self.assertTrue(isinstance(self.evset.calendar_iso_week(), EventSet)) + self.assertTrue(isinstance(self.node.calendar_iso_week(), EventSetNode)) + + def test_calendar_minute(self): + self.assertTrue(isinstance(self.evset.calendar_minute(), EventSet)) + self.assertTrue(isinstance(self.node.calendar_minute(), EventSetNode)) + + def test_calendar_month(self): + self.assertTrue(isinstance(self.evset.calendar_month(), EventSet)) + self.assertTrue(isinstance(self.node.calendar_month(), EventSetNode)) + + def test_calendar_second(self): + self.assertTrue(isinstance(self.evset.calendar_second(), EventSet)) + self.assertTrue(isinstance(self.node.calendar_second(), EventSetNode)) + + def test_calendar_year(self): + self.assertTrue(isinstance(self.evset.calendar_year(), EventSet)) + self.assertTrue(isinstance(self.node.calendar_year(), EventSetNode)) + + def test_cast(self): + self.assertTrue(isinstance(self.evset.cast({"a": float}), EventSet)) + self.assertTrue(isinstance(self.node.cast({"a": float}), EventSetNode)) + + def test_cumsum(self): + self.assertTrue(isinstance(self.evset.cumsum(), EventSet)) + self.assertTrue(isinstance(self.node.cumsum(), EventSetNode)) + + def test_drop_index(self): + self.assertTrue(isinstance(self.evset.drop_index("x"), EventSet)) + self.assertTrue(isinstance(self.node.drop_index("x"), EventSetNode)) + + def test_end(self): + self.assertTrue(isinstance(self.evset.end(), EventSet)) + self.assertTrue(isinstance(self.node.end(), EventSetNode)) + + def test_enumerate(self): + self.assertTrue(isinstance(self.evset.enumerate(), EventSet)) + self.assertTrue(isinstance(self.node.enumerate(), EventSetNode)) + + def test_filter(self): + self.assertTrue( + isinstance(self.evset.filter(self.evset["a"] > 3), EventSet) + ) + self.assertTrue( + isinstance(self.node.filter(self.node["a"] > 3), EventSetNode) + ) + + def test_join(self): + self.assertTrue(isinstance(self.evset.join(self.other_evset), EventSet)) + self.assertTrue( + isinstance(self.node.join(self.other_node), EventSetNode) + ) + + def test_lag(self): + self.assertTrue(isinstance(self.evset.lag(3), EventSet)) + self.assertTrue(isinstance(self.node.lag(3), EventSetNode)) + + def test_leak(self): + self.assertTrue(isinstance(self.evset.leak(3), EventSet)) + self.assertTrue(isinstance(self.node.leak(3), EventSetNode)) + + def test_moving_count(self): + self.assertTrue(isinstance(self.evset.moving_count(1), EventSet)) + self.assertTrue(isinstance(self.node.moving_count(1), EventSetNode)) + + def test_moving_max(self): + self.assertTrue(isinstance(self.evset.moving_max(1), EventSet)) + self.assertTrue(isinstance(self.node.moving_max(1), EventSetNode)) + + def test_moving_min(self): + self.assertTrue(isinstance(self.evset.moving_min(1), EventSet)) + self.assertTrue(isinstance(self.node.moving_min(1), EventSetNode)) + + def test_moving_standard_deviation(self): + self.assertTrue( + isinstance(self.evset.moving_standard_deviation(1), EventSet) + ) + self.assertTrue( + isinstance(self.node.moving_standard_deviation(1), EventSetNode) + ) + + def test_moving_sum(self): + self.assertTrue(isinstance(self.evset.moving_sum(1), EventSet)) + self.assertTrue(isinstance(self.node.moving_sum(1), EventSetNode)) + + def test_prefix(self): + self.assertTrue(isinstance(self.evset.prefix("a"), EventSet)) + self.assertTrue(isinstance(self.node.prefix("a"), EventSetNode)) + + def test_propagate(self): + self.assertTrue( + isinstance( + self.evset.drop_index("x").propagate(self.evset), EventSet + ) + ) + self.assertTrue( + isinstance( + self.node.drop_index("x").propagate(self.node), EventSetNode + ) + ) + + def test_rename(self): + self.assertTrue(isinstance(self.other_evset.rename("d"), EventSet)) + self.assertTrue(isinstance(self.other_node.rename("d"), EventSetNode)) + + def test_resample(self): + self.assertTrue( + isinstance(self.evset.resample(self.other_evset), EventSet) + ) + self.assertTrue( + isinstance(self.node.resample(self.other_node), EventSetNode) + ) + + def test_select(self): + self.assertTrue(isinstance(self.evset.select("a"), EventSet)) + self.assertTrue(isinstance(self.node.select("a"), EventSetNode)) + + def test_set_index(self): + self.assertTrue(isinstance(self.evset.set_index("a"), EventSet)) + self.assertTrue(isinstance(self.node.set_index("a"), EventSetNode)) + + def test_simple_moving_average(self): + self.assertTrue( + isinstance(self.evset.simple_moving_average(1.0), EventSet) + ) + self.assertTrue( + isinstance(self.node.simple_moving_average(1.0), EventSetNode) + ) + + def test_since_last(self): + self.assertTrue(isinstance(self.evset.since_last(), EventSet)) + self.assertTrue(isinstance(self.node.since_last(), EventSetNode)) + + def test_tick(self): + self.assertTrue(isinstance(self.evset.tick(1), EventSet)) + self.assertTrue(isinstance(self.node.tick(1), EventSetNode)) + + def test_timestamps(self): + self.assertTrue(isinstance(self.evset.timestamps(), EventSet)) + self.assertTrue(isinstance(self.node.timestamps(), EventSetNode)) + + def test_unique_timestamps(self): + self.assertTrue(isinstance(self.evset.unique_timestamps(), EventSet)) + self.assertTrue(isinstance(self.node.unique_timestamps(), EventSetNode)) + + +if __name__ == "__main__": + absltest.main() diff --git a/temporian/core/test/serialization_test.py b/temporian/core/test/serialization_test.py index d4fe5bcc2..ca2400d02 100644 --- a/temporian/core/test/serialization_test.py +++ b/temporian/core/test/serialization_test.py @@ -112,7 +112,7 @@ def test_serialize_autonode(self): ) input_node = input_data.node() - output_node = tp.simple_moving_average(input_node, 2.0) + output_node = input_node.simple_moving_average(2.0) original = graph.infer_graph_named_nodes( {"i": input_node}, @@ -181,7 +181,7 @@ def test_serialize_attributes(self): def test_save_graph_and_load_graph(self): input_node = self.evset.node() x = input_node - x = tp.cast(x, float) + x = x.cast(float) x = x["x"] x = 2 * x output_node = x @@ -204,7 +204,7 @@ def test_save_graph_and_load_graph(self): def test_save(self): @tp.compile def f(x: EventSetOrNode) -> Dict[str, EventSetOrNode]: - return {"output": tp.prefix(x, "a_")} + return {"output": x.prefix("a_")} result = f(self.evset) @@ -223,7 +223,7 @@ def f(x: EventSetOrNode) -> Dict[str, EventSetOrNode]: def test_save_and_load_node_input(self): @tp.compile def f(x: EventSetOrNode): - return {"output": tp.prefix(x, "a_")} + return {"output": x.prefix("a_")} node = self.evset.node() result = tp.run(f(node), {node: self.evset}) @@ -240,7 +240,7 @@ def f(x: EventSetOrNode): def test_save_and_load_schema_input(self): @tp.compile def f(x: EventSetOrNode): - return {"output": tp.prefix(x, "a_")} + return {"output": x.prefix("a_")} result = f(self.evset) @@ -289,7 +289,7 @@ def f(x: EventSetOrNode, y: EventSetOrNode, z: EventSetOrNode): def test_save_not_compiled(self): def f(x: EventSetOrNode): - return {"output": tp.prefix(x, "a_")} + return {"output": x.prefix("a_")} with tempfile.TemporaryDirectory() as tempdir: path = os.path.join(tempdir, "my_fn.tem") @@ -300,7 +300,7 @@ def f(x: EventSetOrNode): def test_save_wrong_input_types(self): def f(x: EventSetOrNode, y: int): - return {"output": tp.prefix(x, "a_")} + return {"output": x.prefix("a_")} f.is_tp_compiled = True # hack to pass compiled check @@ -314,7 +314,7 @@ def f(x: EventSetOrNode, y: int): def test_load(self): @tp.compile def f(x: EventSetOrNode) -> Dict[str, EventSetOrNode]: - return {"output": tp.prefix(x, "a_")} + return {"output": x.prefix("a_")} result = f(self.evset) @@ -333,7 +333,7 @@ def test_load_use_twice(self): @tp.compile def f(x: EventSetOrNode): - return {"output": tp.prefix(x, "a_")} + return {"output": x.prefix("a_")} other_evset = tp.event_set( timestamps=[1, 2, 3], @@ -424,7 +424,7 @@ def test_load_signature(self): @tp.compile def f(x: EventSetOrNode, y: EventSetOrNode, z: EventSetOrNode): - return {"output": tp.prefix(x, "a_")} + return {"output": x.prefix("a_")} with tempfile.TemporaryDirectory() as tempdir: path = os.path.join(tempdir, "my_fn.tem") @@ -450,11 +450,11 @@ def f(x: EventSetOrNode, y: EventSetOrNode, z: EventSetOrNode): def test_save_function_composition(self): @tp.compile def f(x: EventSetOrNode): - return {"output": tp.prefix(x, "f_")} + return {"output": x.prefix("f_")} @tp.compile def g(x: EventSetOrNode): - return {"output": tp.prefix(x, "g_")} + return {"output": x.prefix("g_")} @tp.compile def h(x: EventSetOrNode): @@ -475,9 +475,9 @@ def test_save_partial_function(self): @tp.compile def f(x: EventSetOrNode, b: bool): if b: - return {"output": tp.prefix(x, "true_")} + return {"output": x.prefix("true_")} else: - return {"output": tp.prefix(x, "false_")} + return {"output": x.prefix("false_")} result = f(self.evset, b=True) self.assertEqual(result["output"].schema.feature_names()[0], "true_x") @@ -507,7 +507,7 @@ def test_save_recursive_function(self): @tp.compile def f(x: EventSetOrNode, n: int): if n > 0: - return f(tp.prefix(x, f"{n}_"), n=n - 1) + return f(x.prefix(f"{n}_"), n=n - 1) else: return {"output": x} diff --git a/temporian/core/typing.py b/temporian/core/typing.py index e2c07fb72..cd3ec2795 100644 --- a/temporian/core/typing.py +++ b/temporian/core/typing.py @@ -12,10 +12,11 @@ # See the License for the specific language governing permissions and # limitations under the License. -from typing import Dict, List, Set, TypeVar, Union +from typing import Dict, List, Set, Type, TypeVar, Union +from temporian.core.data.dtype import DType from temporian.core.data.node import EventSetNode -from temporian.core.mixins import EventSetOperationsMixin +from temporian.core.event_set_ops import EventSetOperations from temporian.implementation.numpy.data.event_set import EventSet @@ -30,7 +31,7 @@ # TODO: check why __doc__ (or help()) of EventSetOrNode shows TypeVar's doc EventSetOrNode = TypeVar( - "EventSetOrNode", EventSet, EventSetNode, EventSetOperationsMixin + "EventSetOrNode", EventSet, EventSetNode, EventSetOperations ) """Generic type for an [`EventSet`][temporian.EventSet] or [`EventSetNode`][temporian.EventSetNode]. @@ -62,3 +63,6 @@ own node using [`EventSet.node()`][temporian.EventSet.node], i.e., `[event_set]` is equivalent to `{event_set.node() : event_set}`. """ + + +TypeOrDType = Union[DType, Type[float], Type[int], Type[str], Type[bool]] diff --git a/temporian/implementation/numpy/data/BUILD b/temporian/implementation/numpy/data/BUILD index 771ab2a4b..38f8f5564 100644 --- a/temporian/implementation/numpy/data/BUILD +++ b/temporian/implementation/numpy/data/BUILD @@ -23,7 +23,7 @@ py_library( "//temporian/core/data:schema", "//temporian/utils:string", "//temporian/utils:config", - "//temporian/core:mixins", + "//temporian/core:event_set_ops", ], ) diff --git a/temporian/implementation/numpy/data/event_set.py b/temporian/implementation/numpy/data/event_set.py index 2a2b9cdad..2c7fc271a 100644 --- a/temporian/implementation/numpy/data/event_set.py +++ b/temporian/implementation/numpy/data/event_set.py @@ -36,7 +36,7 @@ create_node_with_new_reference, ) from temporian.core.data.schema import Schema -from temporian.core.mixins import EventSetOperationsMixin +from temporian.core.event_set_ops import EventSetOperations from temporian.utils import string from temporian.utils import config @@ -354,7 +354,7 @@ def __len__(self) -> int: return len(self.timestamps) -class EventSet(EventSetOperationsMixin): +class EventSet(EventSetOperations): """Actual temporal data. Use [`tp.event_set()`][temporian.event_set] to create an EventSet manually, diff --git a/temporian/implementation/numpy/data/io.py b/temporian/implementation/numpy/data/io.py index 608f16a86..4c66f9ba0 100644 --- a/temporian/implementation/numpy/data/io.py +++ b/temporian/implementation/numpy/data/io.py @@ -101,8 +101,8 @@ def event_set( argument is an array of date or date-like object. same_sampling_as: If set, the new EventSet is cheched and tagged as having the same sampling as `same_sampling_as`. Some operators, - such as [`tp.filter()`][temporian.filter], require their inputs to - have the same sampling. + such as [`EventSet.filter()`][temporian.EventSet.filter], require + their inputs to have the same sampling. Returns: An EventSet. diff --git a/temporian/implementation/numpy/data/test/event_set_test.py b/temporian/implementation/numpy/data/test/event_set_test.py index bce3643b1..a5f63bc94 100644 --- a/temporian/implementation/numpy/data/test/event_set_test.py +++ b/temporian/implementation/numpy/data/test/event_set_test.py @@ -2,9 +2,6 @@ from absl.testing import absltest from temporian.implementation.numpy.data.io import event_set, IndexData -from temporian.implementation.numpy.operators.test.test_util import ( - assertEqualEventSet, -) class EventSetTest(absltest.TestCase): diff --git a/temporian/implementation/numpy/operators/calendar/BUILD b/temporian/implementation/numpy/operators/calendar/BUILD index 6d6e10b44..3a7b36846 100644 --- a/temporian/implementation/numpy/operators/calendar/BUILD +++ b/temporian/implementation/numpy/operators/calendar/BUILD @@ -21,6 +21,7 @@ py_library( "//temporian/core/operators/calendar:base", "//temporian/implementation/numpy/data:event_set", "//temporian/implementation/numpy/operators:base", + "//temporian/core/data:duration_utils", ], ) diff --git a/temporian/implementation/numpy/operators/test/BUILD b/temporian/implementation/numpy/operators/test/BUILD index 88563ef6e..1ab450098 100644 --- a/temporian/implementation/numpy/operators/test/BUILD +++ b/temporian/implementation/numpy/operators/test/BUILD @@ -8,7 +8,7 @@ py_library( srcs = ["test_util.py"], srcs_version = "PY3", deps = [ - # already_there/absl/testing:absltest + # already_there/absl "//temporian/core:serialization", "//temporian/core/operators:base", "//temporian/implementation/numpy/data:event_set", diff --git a/temporian/io/BUILD b/temporian/io/BUILD index 72963080e..6e404acf5 100644 --- a/temporian/io/BUILD +++ b/temporian/io/BUILD @@ -13,7 +13,6 @@ py_library( deps = [ ":csv", ":pandas", - ":tensorflow", ], ) @@ -46,9 +45,8 @@ py_library( srcs = ["tensorflow.py"], srcs_version = "PY3", deps = [ - # already_there/numpy # force/tensorflow "//temporian/implementation/numpy/data:event_set", - "//temporian/implementation/numpy/data:io", + "//temporian/core/operators:drop_index", ], ) diff --git a/temporian/io/pandas.py b/temporian/io/pandas.py index 114b99d30..4deaa9407 100644 --- a/temporian/io/pandas.py +++ b/temporian/io/pandas.py @@ -65,8 +65,8 @@ def from_pandas( graph serialization. same_sampling_as: If set, the new EventSet is cheched and tagged as having the same sampling as `same_sampling_as`. Some operators, - such as [`tp.filter()`][temporian.filter], require their inputs to - have the same sampling. + such as [`EventSet.filter()`][temporian.EventSet.filter], require + their inputs to have the same sampling. Returns: An EventSet. diff --git a/temporian/test/api_beam_test.py b/temporian/test/api_beam_test.py index f00e506b1..4dc205086 100644 --- a/temporian/test/api_beam_test.py +++ b/temporian/test/api_beam_test.py @@ -47,7 +47,7 @@ def test_run(self): # Create a graph. input_node = tp.input_node([("a", tp.str_), ("b", tp.float32)]) - output_node = tp.moving_sum(input_node["b"], 4) + output_node = input_node["b"].moving_sum(4) # Execute the graph in Beam and export the result in a csv file. with TestPipeline() as p: @@ -91,8 +91,8 @@ def test_run_multi_io(self): # multi-IO op is implemented. input_node_1 = tp.input_node([("a", tp.float32)]) input_node_2 = tp.input_node([("b", tp.float32)]) - output_node_1 = tp.moving_sum(input_node_1, 4) - output_node_2 = tp.moving_sum(input_node_2, 4) + output_node_1 = input_node_1.moving_sum(4) + output_node_2 = input_node_2.moving_sum(4) # Execute the graph in Beam and export the result in a csv file. with TestPipeline() as p: diff --git a/temporian/test/api_test.py b/temporian/test/api_test.py index 8e1b0d3cd..fa900009c 100644 --- a/temporian/test/api_test.py +++ b/temporian/test/api_test.py @@ -36,13 +36,13 @@ def test_evaluation(self): i1 = evset_1.node() i2 = evset_2.node() - h1 = tp.simple_moving_average(input=i1, window_length=7) - h2 = tp.resample(input=h1, sampling=i2) + h1 = i1.simple_moving_average(window_length=7) + h2 = h1.resample(i2) h3 = i1 * 2.0 + 3.0 > 10.0 - result = tp.glue(tp.prefix(h2["f2"], "sma_"), i2) + result = tp.glue(h2["f2"].prefix("sma_"), i2) - result2 = tp.glue(tp.prefix(h3, "toto.")) + result2 = tp.glue(h3.prefix("toto.")) result_data, result2_data = tp.run( query=[result, result2], @@ -69,8 +69,8 @@ def test_eager_mode(self): evset_2 = tp.event_set(timestamps=[1.0, 2.0, 2.0]) - h1 = tp.simple_moving_average(input=evset_1, window_length=7) - h2 = tp.resample(input=h1, sampling=evset_2) + h1 = evset_1.simple_moving_average(window_length=7) + h2 = h1.resample(evset_2) self.assertTrue(isinstance(h1, tp.EventSet)) self.assertTrue(isinstance(h2, tp.EventSet)) @@ -79,9 +79,9 @@ def test_eager_mode(self): h3 = evset_1 * 2.0 + 3.0 > 10.0 - result = tp.glue(tp.prefix(h2["f2"], "sma_"), evset_2) + result = tp.glue(h2["f2"].prefix("sma_"), evset_2) - result2 = tp.glue(tp.prefix(h3, "toto.")) + result2 = tp.glue(h3.prefix("toto.")) self.assertTrue(isinstance(result, tp.EventSet)) self.assertTrue(isinstance(result2, tp.EventSet)) @@ -90,14 +90,10 @@ def test_eager_mixed_args(self): evset = tp.event_set(timestamps=[0.0]) with self.assertRaises(ValueError): - tp.simple_moving_average( - evset, window_length=7, sampling=evset.node() - ) + evset.simple_moving_average(window_length=7, sampling=evset.node()) with self.assertRaises(ValueError): - tp.simple_moving_average( - evset.node(), window_length=7, sampling=evset - ) + evset.node().simple_moving_average(window_length=7, sampling=evset) def test_pandas(self): evset = tp.event_set( @@ -114,7 +110,7 @@ def test_pandas(self): def test_serialization(self): a = tp.input_node([("f1", tp.float32), ("f2", tp.float32)]) - b = tp.simple_moving_average(input=a, window_length=7) + b = a.simple_moving_average(window_length=7) with tempfile.TemporaryDirectory() as tempdir: path = os.path.join(tempdir, "my_graph.tem") @@ -129,7 +125,7 @@ def test_serialization_single_node(self): a = tp.input_node( [("f1", tp.float32), ("f2", tp.float32)], name="my_source_node" ) - b = tp.simple_moving_average(input=a, window_length=7) + b = a.simple_moving_average(window_length=7) b.name = "my_output_node" with tempfile.TemporaryDirectory() as tempdir: @@ -150,7 +146,7 @@ def test_serialization_squeeze_loading_results(self): [("f1", tp.float32), ("f2", tp.float32)], name="my_source_node", ) - b = tp.simple_moving_average(input=a, window_length=7) + b = a.simple_moving_average(window_length=7) b.name = "my_output_node" with tempfile.TemporaryDirectory() as tempdir: @@ -171,7 +167,7 @@ def test_serialization_infer_inputs(self): [("f1", tp.float32), ("f2", tp.float32)], name="my_source_node", ) - b = tp.simple_moving_average(input=a, window_length=7) + b = a.simple_moving_average(window_length=7) b.name = "my_output_node" with tempfile.TemporaryDirectory() as tempdir: diff --git a/temporian/test/prototype_test_numpy.py b/temporian/test/prototype_test_numpy.py index 5b0d76768..43de324bc 100644 --- a/temporian/test/prototype_test_numpy.py +++ b/temporian/test/prototype_test_numpy.py @@ -98,9 +98,9 @@ def test_prototype(self) -> None: # create and glue sum feature # TODO: Restore when arithmetic operator is fixed. # b = tp.glue(a, self.node_1 + self.node_2) - c = tp.prefix(tp.lag(self.node_1, duration=1), "lag[1s]_") - d = tp.glue(a, tp.resample(c, a)) - sub_sales = tp.prefix(-self.node_1["sales"], "negated_") + c = self.node_1.lag(duration=1).prefix("lag[1s]_") + d = tp.glue(a, c.resample(a)) + sub_sales = (-self.node_1["sales"]).prefix("negated_") e = tp.glue(d, sub_sales) output_node = e diff --git a/tools/check_install.py b/tools/check_install.py index d06f3b5be..93a294564 100755 --- a/tools/check_install.py +++ b/tools/check_install.py @@ -19,9 +19,7 @@ def check_install(): pd.DataFrame({"timestamp": timestamps, "signal": np.sin(timestamps)}) ) source_node = source_evset.node() - sma = tp.simple_moving_average( - source_node["signal"], tp.duration.seconds(30) - ) + sma = source_node["signal"].simple_moving_average(tp.duration.seconds(30)) return tp.run(sma, {source_node: source_evset})