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| RepBasicRangeCleaner () |
| default constructor
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void | init_tables (MedDictionarySections &dict, MedSignals &sigs) |
| initialize signal ids
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void | register_virtual_section_name_id (MedDictionarySections &dict) |
| Register section id to section name of new virtual signals.
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bool | get_last_n_value (int time, const UniversalSigVec &range_sig, float &last_value) |
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virtual int | init (map< string, string > &mapper) |
| Fill required- and affected-signals sets.
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int | _apply (PidDynamicRec &rec, vector< int > &time_points, vector< vector< float > > &attributes_mat) |
| Apply cleaning model.
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void | fit_for_repository (MedPidRepository &rep) |
| make changes to RepProcessor according to available signals in Repository
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| ADD_SERIALIZATION_FUNCS (processor_type, signal_name, ranges_name, output_name, time_channel, req_signals, aff_signals, signal_id, ranges_id, output_id, virtual_signals, virtual_signals_generic, output_type, get_values_in_range, range_operator, range_val_channel, sets, range_time_channel, last_n, do_on_last_n, regex_on_sets) void print() |
| Serialization.
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virtual void | clear () |
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virtual int | init (void *params) |
| initialize from a params object : Should be implemented for inheriting classes that have parameters
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virtual void | init_defaults () |
| initialize to default values : Should be implemented for inheriting classes that have parameters
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virtual void | set_signal (const string &_signalName) |
| set signal-name : Should be implemented for inheriting classes that have signalName
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virtual void | set_signal_ids (MedSignals &sigs) |
| set signal-ids : Should be implemented for inheriting classes that have signalId
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virtual void | get_required_signal_names (unordered_set< string > &signalNames) |
| Append required signal names to set : parent function just uses req_signals.
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virtual void | get_required_signal_names (unordered_set< string > &signalNames, unordered_set< string > preReqSignals) |
| Append required signal names to set only if processor is actually required to produce any of preReqSignals : parent function just uses req_signals.
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virtual void | set_required_signal_ids (MedDictionarySections &dict) |
| Fill req_signal_ids : parent function just fills from req_signals.
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virtual void | add_virtual_signals (map< string, int > &_virtual_signals, map< string, string > &_virtual_signals_generic) const |
| rep processors CREATING virtual signals need to implement this: adding their signals to the pile
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virtual void | get_required_signal_ids (unordered_set< int > &signalIds) |
| Append required signal names to set : parent function just uses req_signals.
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virtual void | get_required_signal_ids (unordered_set< int > &signalIds, unordered_set< int > preReqSignals) |
| Append required signal names to set only if processor is actually required to produce any of preReqSignals : parent function just uses req_signals.
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virtual void | set_affected_signal_ids (MedDictionarySections &dict) |
| Fill aff_signal_ids : parent function just fills from aff_signals.
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bool | is_signal_affected (int signalId) |
| Check if a signal is affected by processor </summray> - Returns
- true if affected, false if not
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bool | is_signal_affected (string &signalName) |
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virtual bool | filter (unordered_set< string > &reqSignals) |
| Check if processor (and 'sub'-processors within) should be applied according to set of required signals </summray> - Returns
- true if processor is not required and can be filtered, false otherwise
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virtual void | init_attributes () |
| Init attributes information : Should be implemented for inheriting classes that have attributes.
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virtual int | _learn (MedPidRepository &rep, MedSamples &samples, vector< RepProcessor * > &prev_processors) |
| learn processing model on a subset of samples. Apply set of preceeding processors on DynamicPidRec before learning :
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virtual int | _conditional_learn (MedPidRepository &rep, MedSamples &samples, vector< RepProcessor * > &prev_processors, unordered_set< int > &neededSignalIds) |
| learn processing model on a subset of samples only if required. Apply set of preceeding processors on DynamicPidRec before learning :
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int | learn (MedPidRepository &rep, MedSamples &samples, vector< RepProcessor * > &prev_processors) |
| learn processing model on a subset of ids. Apply set of preceeding processors on DynamicPidRec before learning
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int | learn (MedPidRepository &rep) |
| learn on all pids in repository, using fake samples - works only for repProcessors that ignore sample dates
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int | learn (MedPidRepository &rep, MedSamples &samples) |
| learn on subset of samples without preceesing processors
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virtual int | conditional_learn (MedPidRepository &rep, MedSamples &samples, vector< RepProcessor * > &prev_processors, unordered_set< int > &neededSignalIds) |
| learn processing model on a subset of samples only if required. Apply set of preceeding processors on DynamicPidRec before learning :
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int | conditional_learn (MedPidRepository &rep, MedSamples &samples, unordered_set< int > &neededSignalIds) |
| learn processing model on a subset of ids only if required without preceesing processors
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virtual int | _conditional_apply (PidDynamicRec &rec, vector< int > &time_points, unordered_set< int > &neededSignalIds, vector< vector< float > > &attributes_vals) |
| apply processing on a single PidDynamicRec at a set of time-points only if required : May be implemented for inheriting classes
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virtual int | _apply_simple (PidDynamicRec &rec, vector< int > &time_points) |
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int | apply (PidDynamicRec &rec, vector< int > &time_points, vector< vector< float > > &attributes_vals) |
| apply processing on a single PidDynamicRec at a set of time-points
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int | conditional_apply (PidDynamicRec &rec, vector< int > &time_points, unordered_set< int > &neededSignalIds, vector< vector< float > > &attributes_vals) |
| apply processing on a single PidDynamicRec at a set of time-points only if required : if any of the signals in neededSignalIds is actually affected by processor
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int | apply (PidDynamicRec &rec, MedIdSamples &samples) |
| apply processing on a single PidDynamicRec at a set of time-points given by samples
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int | conditional_apply (PidDynamicRec &rec, MedIdSamples &samples, unordered_set< int > &neededSignalIds) |
| apply processing on a single PidDynamicRec at a set of time-points given by samples only if required
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int | conditional_apply_without_attributes (PidDynamicRec &rec, const MedIdSamples &samples, unordered_set< int > &neededSignalIds) |
| apply processing on a single PidDynamicRec at a set of time-points given by samples only if required, not affecting attributes
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virtual void | dprint (const string &pref, int rp_flag) |
| used for debug prints, each inheriting class can overload this one to get a more precise debug print.
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virtual void | make_summary () |
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virtual void | get_required_signal_categories (unordered_map< string, vector< string > > &signal_categories_in_use) const |
| returns for each used signal it's used categories
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void * | new_polymorphic (string derived_class_name) |
| for polymorphic classes that want to be able to serialize/deserialize a pointer * to the derived class given its type one needs to implement this function to return a new to the derived class given its type (as in my_type)
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size_t | get_processor_size () |
| get size of processor + processor_type
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size_t | processor_serialize (unsigned char *blob) |
| seialize processor + processor_type
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virtual void | print () |
| optional printing of processor
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virtual int | version () const |
| Relevant for serializations.
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virtual string | my_class_name () const |
| For better handling of serializations it is highly recommended that each SerializableObject inheriting class will implement the next method.
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virtual void | serialized_fields_name (vector< string > &field_names) const |
| The names of the serialized fields.
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virtual void | pre_serialization () |
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virtual void | post_deserialization () |
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virtual size_t | get_size () |
| Gets bytes sizes for serializations.
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virtual size_t | serialize (unsigned char *blob) |
| Serialiazing object to blob memory. return number ob bytes wrote to memory.
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virtual size_t | deserialize (unsigned char *blob) |
| Deserialiazing blob to object. returns number of bytes read.
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size_t | serialize_vec (vector< unsigned char > &blob) |
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size_t | deserialize_vec (vector< unsigned char > &blob) |
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virtual size_t | serialize (vector< unsigned char > &blob) |
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virtual size_t | deserialize (vector< unsigned char > &blob) |
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virtual int | read_from_file (const string &fname) |
| read and deserialize model
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virtual int | write_to_file (const string &fname) |
| serialize model and write to file
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virtual int | read_from_file_unsafe (const string &fname) |
| read and deserialize model without checking version number - unsafe read
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int | init_from_string (string init_string) |
| Init from string.
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int | init_params_from_file (string init_file) |
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int | init_param_from_file (string file_str, string ¶m) |
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int | update_from_string (const string &init_string) |
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virtual int | update (map< string, string > &map) |
| Virtual to update object from parsed fields.
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virtual string | object_json () const |
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string | signal_name |
| name of signal to clean
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string | ranges_name |
| name of signal that defines ranges
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string | output_name |
| name of output virtual signal - defaults to signal_name + "_" + ranges_name
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int | signal_id |
| id of signal to clean
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int | ranges_id |
| id of signal the defines ranges
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int | output_id |
| id of output signal
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int | time_channel |
| time channel to consider in cleaning in the original signal
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int | range_time_channel |
| range time channel to consider in cleaning. this time channel will be used to check we're not using the future in the range signal
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int | output_type |
| output signal type - should be identical to input signal type default to range + val type. Or string for generic type
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int | get_values_in_range = 1 |
| if 1 (default) : keep only records time in range, if 0 : stay with the values out of range
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range_op_type | range_operator = range_op_type::all |
| options are all(default), first, last - which range to use in the reference signal
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int | range_val_channel = -1 |
| the val channel in range signal to filter range signal. If < 0 or empty sets will not filter
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vector< string > | sets |
| sets use to filter ranges_name signal on range_val_channel. If empty or range_val_channel, no filters
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bool | regex_on_sets = 0 |
| Whether to use aggregation of .*sets[i].* regex to create new sets vector (override original sets)
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int | last_n = 0 |
| instead of looking on sets, take last value from range. 0 means current state, 1 one before, etc.j
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bool | do_on_last_n = false |
| if true, will use only last nth (using time channel 0) range signal backward from sample time and use this value to filter range. uses last_n value
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RepProcessorTypes | processor_type = REP_PROCESS_LAST |
| type of repository processor
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unordered_set< string > | req_signals |
| names of signals required for processsing
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unordered_set< int > | req_signal_ids |
| ids of signals required for processing
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unordered_set< string > | aff_signals |
| names of signals affected by processing
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unordered_set< int > | aff_signal_ids |
| ids of signals affected by processing
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bool | unconditional = false |
| indicated that processor should ALWAYS be applied
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vector< string > | attributes |
| attributes generated by the processor (optional)
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vector< pair< string, int > > | virtual_signals |
| virtual signals are created only in rep processors but can be used by any rep processor that comes after or any feture generator as a regular signal.
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vector< pair< string, string > > | virtual_signals_generic |
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