O resto dos comentarios

fix: remover código morto ou desnecessário

.gitignore

@@ -1,3 +1,8 @@
+*.zip
+*.json
+*.csv
+
+
 # ---> Python
 # Byte-compiled / optimized / DLL files
 __pycache__/

README.md

@@ -1,5 +1,11 @@
 # Project I - Earthquakes
 
+## Como utilizar
+Correr o ficheiro `earthquakes.py` usando `python earthquakes.py`
+Garantir que o ficheiro de dados está no mesmo diretório que o ficheiro `earthquakes.py`
+
+## Objectivos
+
 First, let's represent the data using Python's Pandas module and implement CRUD operations, including JSON's conversion. Then, let's implement some statistical operations with graphical representations using Python's Matplotlib module over data representation in Pandas data model.
 
 ## Tarefas:
@@ -8,16 +14,34 @@ First, let's represent the data using Python's Pandas module and implement CRUD
 - T2 - Implement CRUD operations through a text menu;
 - T3 - Implement statistical operations such as: average, variance, standard desviation, max, min, mode; through a text menu;
 - T4 - Convert from Pandas to JSON and save it in a text file;
-- T5 - to be continued ...
+- T5 - Calcular as seguintes estatísticas:
+  - Número de eventos por dia e por mês.
+  - Média e desvio padrão da profundidade e da magnitude por mês.
+  - Mediana, 1º quartil e  3º quartil da profundidade e da magnitude por mês.
+  - Máximo e mínimo a profundidade e da magnitude por mês.
+- T6 - Para a representação gráfica:
+  - Um gráfico de barras com o numero de eventos por dia.
+  - Um gráfico de barras com o numero de eventos por mês.
+  - Um gráfico linear com a média +/- o desvio padrão das profundidades por mês.
+  - Um gráfico linear com a média +/- a desvio padrão da magnitude L por mês.
+  - Um gráfico tipo "boxplot" com as profundidades por mês.
+  - Um gráfico tipo "boxplot" com as magnitudes L por mês.
+- T7 - Implementar os filtros de seleção de eventos para o cálculo / representação gráfica:
+  - Período temporal (Data inicial, Data final).
+  - Eventos com GAP menor que um determinado valor.
+  - Qualidade (EPI ou Todos).
+  - Zonas SZ.
+  - Zonas VZ.
+  - Limitar por Magnitudes L (mínimo, máximo).
+  - Limitar Profundidades  (mínimo, máximo).
 
 ## Prazos
 - T1 a T4 -> 10 de novembro
-- (a definir)
+- T5 a T7 -> 14 de dezembro
 
 ## Apontamentos
 Dados parecem estar no formato [Nordic](https://seisan.info/v13/node259.html)
 
-
 ## Bibliografia
 - [Pandas lib](https://pandas.pydata.org/docs)
 - [Matplotlib](https://matplotlib.org/stable/index.html)

earthquakes.py

@@ -1,7 +1,307 @@
 #! /usr/bin/env python
+# pyright: basic
+
+import json
+import os
+import sys
+from datetime import datetime
+from typing import Any
+
+import pandas as pd
+
+from utils import crud, filters, parser, stats, utils, visuals
+
+HEADER = """=== Terramotos ==="""
+
+EVENT_COLS = [
+    "Data",
+    "Latitude",
+    "Longitude",
+    "Profundidade",
+    "Tipo Evento",
+    "Gap",
+    "Magnitudes",
+    "Regiao",
+    "Sentido",
+    "Pub",
+    "SZ",
+    "VZ",
+]
+STATION_COLS = [
+    "Estacao",
+    "Hora",
+    "Min",
+    "Seg",
+    "Componente",
+    "Distancia Epicentro",
+    "Tipo Onda",
+]
+
+MENU = """[1] Criar a base de dados
+[2] Apagar um evento
+[3] Apagar uma entrada de um evento
+[4] Visualizar um evento
+[5] Guardar como JSON
+[6] Guardar como CSV
+[7] Estatísticas
+[8] Criar uma entrada
+[9] Gráficos
+[10] Filtros (T7)
+
+[Q] Sair
+"""
+
+
+def guardar_csv(df: pd.DataFrame, fname: str):
+    """Guarda uma DataFrame num ficheiro csv
+
+    Args:
+        df (pd.DataFrame): Dataframe com os dados
+        fname (str): nome do ficheiro csv
+
+    Returns:
+        bool: Retorna se a operação foi bem sucedida ou não
+    """
+    with open(fname, "w") as fp:
+        try:
+            df.to_csv(fp, index=False)
+        except ValueError:
+            return False
+    return True
+
 
 def main():
+    """Ponto de entrada do programa.
+
+    Constituido por um while loop a correr um menu onde o utilizador pode
+    interagir com os vários módulos implementados.
+
+    """
+    isRunning = True
+    db = None
+    original_db = None
+
+    retInfo = None
+
+    while isRunning:
+        os.system("cls" if sys.platform == "windows" else "clear")
+        print(HEADER + "\n" + MENU)
+        usrIn = input("Opção: ").lower()
+
+        match usrIn:
+            case "1":
+                fname = _get_usr_input("Qual os dados a ler? (dados.txt por defeito): ")
+                if fname is None:
+                    fname = "dados.txt"
+
+                if _file_exists(fname) and fname.endswith(".json"):
+                    db = pd.read_json(fname)
+                    original_db = db.copy()
+                    print("Base de dados populada.")
+                elif _file_exists(fname):
+                    db = parser.parse(fname)
+                    original_db = db.copy()
+                    input("Base de dados populada. Enter para voltar ao menu inicial")
+                else:
+                    input("Base de dados não encontrada. Por favor tenta de novo.")
+
+            case "2":
+                if db is not None:
+                    crud.read_ids(db)
+                    choice: int = _get_usr_input("Escolhe o ID para apagar: ", int)
+
+                    if not _event_exists(db, choice):
+                        retInfo = "ID do event não encontrado!"
+
+                    else:
+                        db = crud.delete_event(db, choice)
+                        input()
+
+                else:
+                    retInfo = "Base de dados não encontrada!"
+
+            case "3":
+                if db is not None:
+                    crud.read_ids(db)
+                    eid_choice: int = _get_usr_input("Escolhe o ID: ", int)
+
+                    if not _event_exists(db, eid_choice):
+                        retInfo = "ID do event não encontrado!"
+
+                    else:
+                        os.system("cls" if sys.platform == "windows" else "clear")
+                        table = crud.get_table(db, eid_choice)
+                        _prettify_event(table)
+                        crud.show_table(table)
+
+                        row_choice = _get_usr_input("Escolhe a linha a apagar:", int)
+
+                        db, msg = crud.delete_table_row(db, eid_choice, row_choice)
+                        new_table = crud.get_table(db, eid_choice)
+                        crud.show_table(new_table)
+                        print(msg)
+                        input()
+                else:
+                    retInfo = "Base de dados não encontrada!"
+
+            case "4":
+                if db is not None:
+                    crud.read_ids(db)
+                    choice = _get_usr_input("Escolhe o ID para ver os dados: ", int)
+
+                    if not _event_exists(db, choice):
+                        retInfo = "ID do event não encontrado!"
+
+                    else:
+                        os.system("cls" if sys.platform == "windows" else "clear")
+                        table = crud.get_table(db, choice)
+                        _prettify_event(table)
+                        crud.show_table(table)
+                        input()
+
+                else:
+                    retInfo = "Base de dados não encontrada!"
+
+            case "5":
+                if db is not None:
+                    fname = _get_usr_input("Nome do ficheiro a guardar? ")
+                    if fname is None:
+                        fname = "valores.json"
+                        utils.save_as_json(db, fname, EVENT_COLS)
+                else:
+                    retInfo = "Base de dados não encontrada!"
+
+            case "6":
+                if db is not None:
+                    fname = _get_usr_input("Nome do ficheiro a guardar? ")
+                    if fname is None:
+                        fname = "valores.csv"
+                    guardar_csv(db, fname)
+                else:
+                    retInfo = "Base de dados não encontrada!"
+
+            case "7":
+                if db is not None:
+                    stats.stat_menu(db)
+                else:
+                    retInfo = "Base de dados não encontrada!"
+
+            case "8":
+                if db is not None:
+                    crud.read_ids(db)
+                    eid_choice = _get_usr_input("Escolhe o ID: ", int)
+
+                    if not _event_exists(db, eid_choice):
+                        retInfo = "ID do event não encontrado!"
+
+                    else:
+                        os.system("cls" if sys.platform == "windows" else "clear")
+                        table = crud.get_table(db, eid_choice)
+                        _prettify_event(table)
+                        crud.show_table(table)
+
+                        insertion_point = _get_usr_input("Posição da nova linha: ", int)
+
+                        db, msg = crud.create_table_row(db, eid_choice, insertion_point)
+                        new_table = crud.get_table(db, eid_choice)
+                        crud.show_table(new_table)
+                        print(msg)
+                        input()
+                else:
+                    retInfo = "Base de dados não encontrada!"
+
+            case "9":
+                if db is not None:
+                    visuals.visual_menu(db)
+                else:
+                    retInfo = "Base de dados não encontrada!"
+
+            case "10":
+                if db is not None:
+                    # Passa db e original_db para o menu de filtros
+                    # Retorna a nova db ativa (filtrada ou redefinida)
+                    db = filters.filter_menu(db, original_db)
+                else:
+                    retInfo = "Base de dados não encontrada!"
+
+            case "q":
+                isRunning = False
+                continue
+            case _:
                 pass
 
-if __name__ == '__main__':
+        if retInfo:
+            print(retInfo)
+            retInfo = None
+            input("Clique Enter para continuar")
+
+
+def _file_exists(name: str) -> bool:
+    """Verifica se um ficheiro existe no diretório onde o programa correntemente
+    corre, através de os.getcwd()
+
+    Args:
+        name (str): Nome do ficheiro a verificar
+
+    Returns:
+        bool: True se existe, False caso contrário
+    """
+    currFiles = os.listdir(os.getcwd())
+    if name in currFiles:
+        return True
+    return False
+
+
+def _event_exists(df: pd.DataFrame, eid: int) -> bool:
+    """Função privada de verificação de eventos
+
+    Verifica se um certo ID de evento existe ou não dentro de uma DataFrame
+
+    Args:
+        df (pd.DataFrame): DataFrame a pesquisar
+        eid (int): Evento específico a pesquisar
+
+    Returns:
+        bool: True se evento existe dentro da DataFrame, False caso contrário
+    """
+    allEvents = set(df["ID"])
+    return eid in allEvents
+
+
+def _get_usr_input(msg: str, asType: Any = str) -> Any:
+    """Modifica o stdin do utilizador para o tipo especificado. Por defeito retorna uma str.
+
+    Args:
+        msg (str): String a ser alterada
+        asType (Any): tipo no qual msg deverá ser intepretado como (default: `str`)
+
+    Returns:
+        [type]: [description]
+    """
+    usrIn = input(msg)
+
+    if usrIn == "":
+        return None
+    return asType(usrIn)
+
+
+def _prettify_event(df: pd.DataFrame) -> None:
+    """Função privada para utilização na visualização de um evento singular através
+    do menu de `Visualizar um evento`
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados do evento
+    """
+    # preambleInfo = df.drop_duplicates(subset="ID", keep="first")
+    # stations = df[["Estacao", "Componente", "Tipo Onda", "Amplitude"]]
+    info = df.drop_duplicates(subset="Data", keep="first")
+    data = datetime.fromisoformat(info.Data.values[0]).strftime("%c")
+    print(
+        f"Região: {info['Regiao'].values[0]}\nData: {data}\nLatitude: {info['Latitude'].values[0]}\nLongitude: {info['Longitude'].values[0]}"
+        + f"\nProfundidade: {info['Profundidade'].values[0]}\nTipo de evento: {info['Tipo Evento'].values[0]}\n"
+    )
+
+
+# entry point
+if __name__ == "__main__":
     main()

info/dados.txt

@@ -0,0 +1,839 @@
+ 2014  1 5 0332 36.3 LQ 38.433 -28.403  0.0 *AZO 11 0.5 2.8LAZO                1
+ GAP=208        1.45       9.4     4.7  8.3 -0.1953E+02  0.2063E+02 -0.5068E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140105033236     I
+ OP: CVUA-RM/RC                                                                3
+ STATUS: OK    SENTIDO                                                         3
+ SENTIDO: II/III  -Pico: S. Caetano                                            3
+ PUB: NAO                                                                      3
+ WEB: SIM                                                                      3
+ OBS: Por ordem do CT nao foi emitido novo comunicado                          3
+ OBS: Sismo sobreposto                                                         3
+ REGIAO: Pico,VZ14,SZ06,FE95 405                                               3
+     S. Caetano         F  2 +MM                                        AZO    2
+ 2014-01-05-0331-37S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PBOI EZ EP        332 36.87                             102    0.1210 2.48  82 
+ PBOI EZ E         332 37.72                                           2.48  82 
+ PBOI EN E         332 37.73                             101           2.48  82 
+ PCND EZ EP        332 37.04                              96   -0.4310 6.51 308 
+ PCND EN E         332 38.28                              97           6.51 308 
+ PCND EZ  IAML     332 38.42     15553.4 0.30                          6.51 308 
+ PTEI EZ EP        332 37.21                              96   -0.5410 7.99  31 
+ PTEI EN E         332 38.82                              96           7.99  31 
+ PTEI EZ  IAML     332 40.06     16089.8 0.48                          7.99  31 
+ PLGR EZ EP        332 40.80                              59   -0.1310 26.4 311 
+ PLGR EN ES        332 43.64                              59   -0.7710 26.4 311 
+ PCTB EZ EP        332 41.70                              59    0.0410 31.3 290 
+ PCTB EN ES        332 46.87                              59    1.1810 31.3 290 
+ PCTB EZ  IAML     332 48.56       793.4 0.48                          31.3 290 
+ PAMA EZ EP        332 42.17                              59    0.1410 33.6  35 
+ PAMA EN ES        332 46.74                              59    0.3910 33.6  35 
+ PAMA EZ  IAML     332 48.13      1860.1 0.42                          33.6  35 
+ PCUT EE E         332 48.90                                           34.3 309 
+ ROSA BZ EP   9    332 41.30                              59   -0.91 0 34.8  24 
+ ROSA BN ES        332 46.33                              59    0.5810 34.8  24 
+ PTCA EN E         332 48.36                                           38.2 296 
+ PLUZ EN E         332 55.18                                           74.6  30 
+ STGR EZ E         332 48.34                                           79.8  26 
+                                                                                
+ 2014  1 5 0333  4.5 LQ 38.431 -28.405  0.0 *AZO 10 0.4 2.6LAZO 2.6CAZO        1
+ GAP=214        1.01       5.2     3.4  5.0 -0.8103E+01  0.1158E+02 -0.9278E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140105033304     I
+ OP: CVUA-RM/RC                                                                3
+ STATUS: OK    SENTIDO                                                         3
+ SENTIDO: II/III  -Pico: S. Caetano                                            3
+ PUB: NAO                                                                      3
+ WEB: SIM                                                                      3
+ OBS: Por ordem do CT nao foi emitido novo comunicado                          3
+ REGIAO: Pico,VZ14,SZ06,FE95 405                                               3
+     S. Caetano         F  2 +MM                                        AZO    2
+ 2014-01-05-0331-37S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PBOI EZ EP        333  5.10   48                        101    0.1110 2.70  76 
+ PBOI EN E         333  5.94                                           2.70  76 
+ PCND EZ EP        333  5.32   51                         96   -0.3710 6.56 311 
+ PCND EN E         333  6.53                                           6.56 311 
+ PTEI EZ EP        333  5.42   52                         96   -0.5910 8.32  31 
+ PTEI EN ES        333  6.96                              96   -0.1910 8.32  31 
+ PTEI EZ  IAML     333  8.23     13778.4 0.34                          8.32  31 
+ PLGR EZ EP        333  8.99                              59   -0.1510 26.5 312 
+ PLGR EN ES        333 12.45                              59   -0.1810 26.5 312 
+ PLGR EZ  IAML     333 13.67       617.9 0.30                          26.5 312 
+ PCTB EZ EP        333  9.95                              59    0.1010 31.3 291 
+ PCTB EN ES        333 13.85                              59   -0.0310 31.3 291 
+ PAMA EN ES        333 15.36                              59    0.7210 33.9  35 
+ PCUT EN ES        333 14.68                              59   -0.0710 34.4 309 
+ PCUT EZ  IAML     333 16.71       530.5 0.47                          34.4 309 
+ ROSA BN ES   4    333 16.65                              59    1.70 0 35.1  24 
+ PTCA EN ES        333 16.43                              59    0.6610 38.1 297 
+ PTCA EZ  IAML     333 16.98       652.6 0.37                          38.1 297 
+ PLUZ EN E         333 25.77                                           74.9  30 
+ STGR EN E         333 24.54                                           80.2  26 
+                                                                                
+ 2014  1 6 0839 22.5 LQ 38.082 -26.498  0.0 *AZO 19 0.3 2.8LAZO 2.7CAZO        1
+ GAP=199        0.92      16.1    14.1  5.6  0.2263E+03 -0.6104E+02 -0.7019E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140106083922     I
+ OP: CVUA-AR                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa Hirondelle,SZ18,FE95 405                                        3
+ 2014-01-06-0839-02S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ SET4 EZ EP        839 32.92   44                         50   -0.1310 65.6 110 
+ SET4 EZ ES        839 40.72                              50   -0.2310 65.6 110 
+ SET2 EZ EP        839 33.33   41                         50    0.1710 66.2 113 
+ SET2 EZ ES        839 41.05                              50   -0.0910 66.2 113 
+ PFET EZ EP        839 33.07   45                         50   -0.4310 68.9 115 
+ PSAN EZ EP        839 34.49   38                         50    0.4810 72.5 110 
+ PSAN EZ ES        839 42.69                              50    0.0610 72.5 110 
+ FAC  EZ ES        839 44.88                              43    0.1510 82.0 114 
+ PFAV EZ EP        839 35.60   47                         43   -0.1810 86.6 324 
+ PFAV EN IS        839 45.57                              43   -0.1610 86.6 324 
+ PFAV EZ  IAML     839 45.61        78.0 0.28                          86.6 324 
+ PRIB EZ EP        839 35.52   42                         43   -0.4810 88.1 318 
+ PRIB EN ES        839 46.30                              43    0.1910 88.1 318 
+ PRIB EZ  IAML     839 46.91       173.0 0.28                          88.1 318 
+ CML  EZ EP        839 36.79   52                         43    0.5010 90.5 112 
+ CMLA B2 ES   4    839 50.79                              43    3.70 0 92.6 112 
+ PVNV EZ EP        839 36.34   46                         43   -0.4710 94.8 323 
+ PVNV EN ES        839 47.55                              43    0.0210 94.8 323 
+ PVNV EZ  IAML     839 47.85       148.4 0.29                          94.8 323 
+ PMAT EN ES        839 47.10                              43   -0.4810 94.9 108 
+ PMAT EZ  IAML     839 47.62       420.5 0.58                          94.9 108 
+ LFA  EZ EP        839 36.53   52                         43   -0.4510 95.6 111 
+ PPAD EZ EP        839 37.15   49                         43    0.0110 97.3 315 
+ PPAD EN IS        839 48.59                              43    0.4910 97.3 315 
+ PPAD EZ  IAML     839 49.04       149.7 0.25                          97.3 315 
+ PRCH EZ EP        839 37.21   41                         43    0.0210 97.8 113 
+ PRCH EN ES        839 48.28                              43    0.0910 97.8 113 
+ MESC EZ EP        839 37.08   46                         43   -0.2010 97.9 109 
+ MESC EN ES        839 48.14                              43   -0.2110 97.9 109 
+ MESC EZ  IAML     839 48.28       160.4 0.36                          97.9 109 
+ VIF  EN ES        839 48.93                              43    0.0910  100 112 
+ PBIS EN E         839 50.26                                            100 319 
+ ASBA EN ES        839 49.44                              43    0.3210  102 314 
+ PCNG EZ EP        839 37.94   39                         43    0.0510  103 109 
+ PCNG EN ES        839 50.30                              43    0.8810  103 109 
+ MIRA EZ E         839 51.05                                            112 107 
+                                                                                
+ 2014  1 8 2246  5.4 LQ 38.460 -29.065  8.7 *AZO  7 0.1 2.1LAZO 2.0CAZO        1
+ GAP=327        0.40       3.5     3.3  4.2 -0.2535E+01 -0.1768E+01  0.9548E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140108224605     I
+ OP: CVUA-SA/AR                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: WSW Faial,SZ31,FE95 405                                               3
+ 2014-01-08-2245-41S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PTCA EZ EP       2246 10.07   19                         96    0.1710 27.2  59 
+ PTCA EN ES       2246 13.49                              96    0.2210 27.2  59 
+ PTCA EZ  IAML    2246 14.04       389.6 0.16                          27.2  59 
+ PCTB EZ EP       2246 10.14   20                         95   -0.0510 29.3  74 
+ PCTB EN ES       2246 13.80                              95    0.0310 29.3  74 
+ PCTB EZ  IAML    2246 14.63       353.7 0.28                          29.3  74 
+ PCUT EZ EP       2246 11.05   21                         94   -0.0910 36.0  59 
+ PCUT EN ES       2246 15.34                              94   -0.0910 36.0  59 
+ PCUT EZ  IAML    2246 15.76       459.8 0.09                          36.0  59 
+ PLGR EN ES       2246 16.34                              93   -0.2310 40.5  69 
+ PLGR EZ  IAML    2246 16.51       114.5 0.30                          40.5  69 
+ PCND EZ EP       2246 13.44   29                         92   -0.0410 52.6  89 
+ PCND EN ES       2246 19.47                              92   -0.0610 52.6  89 
+ PCND EZ  IAML    2246 19.88        36.3 0.19                          52.6  89 
+ PBOI EZ EP       2246 14.51   29                         64   -0.0210 60.2  92 
+ PBOI EN ES       2246 21.54                              64    0.1710 60.2  92 
+ PBOI EZ  IAML    2246 21.57        43.4 0.16                          60.2  92 
+ PTEI EN E        2246 22.41                                           61.9  86 
+                                                                                
+ 2014  1 9 0607  7.2 LQ 37.714 -26.259  0.0 *AZO 17 0.3 2.1LAZO 2.4CAZO        1
+ GAP=235        0.87       4.9     2.7  3.6  0.9360E+01 -0.1490E+01 -0.5738E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140109060707     I
+ OP: CVUA-IA/AR                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: S Fossa Hirondelle,SZ18,FE95 405                                      3
+ 2014-01-09-0606-43S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ SET2 EZ EP        6 7 14.10   34                         59   -0.2510 42.4  70 
+ SET2 EZ ES        6 7 20.26                              59    0.5510 42.4  70 
+ PFET EZ EP        6 7 14.10   33                         59   -0.3510 43.1  74 
+ PFET EZ ES        6 7 19.81                              59   -0.0610 43.1  74 
+ SET4 EZ EP        6 7 14.08   36                         59   -0.5710 44.3  66 
+ SET4 EZ ES        6 7 20.58                              59    0.3610 44.3  66 
+ PSAN EZ EP        6 7 14.96   36                         59   -0.4810 49.4  72 
+ PSAN EZ ES        6 7 20.98                              59   -0.6310 49.4  72 
+ FAC  EZ EP        6 7 16.25   30                         50    0.1210 54.1  83 
+ FAC  EZ ES        6 7 22.63                              50   -0.1910 54.1  83 
+ CML  EZ EP        6 7 17.38   39                         50   -0.0310 63.2  84 
+ CML  EZ ES        6 7 25.28                              50    0.2210 63.2  84 
+ CMLA B2 ES   4    6 7 24.33                              50   -1.17 0 65.0  85 
+ PVER EN ES        6 7 25.52                              50   -0.2610 66.4  82 
+ PRCH EZ EP        6 7 18.23   34                         50    0.0710 68.7  88 
+ PRCH EN ES        6 7 26.56                              50    0.1910 68.7  88 
+ PRCH EZ  IAML     6 7 27.56       149.5 0.19                          68.7  88 
+ LFA  EZ EP        6 7 18.54   33                         50    0.3110 68.8  84 
+ PMAT EZ EP        6 7 18.33   24                         50   -0.0610 70.4  80 
+ PMAT EN ES        6 7 26.55                              50   -0.2310 70.4  80 
+ PMAT EZ  IAML     6 7 26.62        84.8 0.16                          70.4  80 
+ MESC EN ES        6 7 27.35                              50    0.0010 72.3  83 
+ MESC EZ  IAML     6 7 28.22        30.4 0.19                          72.3  83 
+ VIF  EN ES        6 7 27.75                              50    0.4010 72.4  87 
+ VIF  EZ  IAML     6 7 28.20        43.6 0.25                          72.4  87 
+ PCNG EN ES        6 7 28.88                              43    0.5910 76.4  85 
+ FRA1 EN ES        6 7 29.08                              43    0.0010 80.0  87 
+ FRA1 EZ  IAML     6 7 30.04        47.2 0.24                          80.0  87 
+ PFAV EN ES        6 7 40.40                              43    0.0010  132 327 
+ PFAV EZ  IAML     6 7 41.27        17.2 0.27                           132 327 
+ PRIB EN ES        6 7 40.76                              43    0.1110  133 323 
+ PRIB EZ  IAML     6 7 41.85        25.3 0.28                           133 323 
+ PVNV EN ES        6 7 42.35                              43    0.1610  140 326 
+                                                                                
+ 2014  1 9 1503 59.5 LQ 38.063 -26.236  0.0 *AZO 20 0.3 2.3LAZO 2.7CAZO        1
+ GAP=183        0.83      11.8     9.6  3.7  0.1125E+03 -0.2100E+02 -0.2738E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140109150359     I
+ OP: CVUA-BC/RS                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa Hirondelle,SZ18,FE95 405                                        3
+ 2014-01-09-1503-33S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ SET4 EZ EP       15 4  6.75   53                         59   -0.0610 43.7 118 
+ SET4 EZ ES       15 4 12.56                              59    0.2510 43.7 118 
+ SET2 EZ EP       15 4  7.11                              59    0.1110 44.9 123 
+ PFET EZ EP       15 4  7.36   36                         59   -0.0810 47.8 125 
+ PFET EZ ES       15 4 13.61                              59    0.2010 47.8 125 
+ PSAN EZ EP       15 4  7.63   43                         59   -0.2510 50.6 118 
+ PSAN EZ ES       15 4 14.44                              59    0.2510 50.6 118 
+ CML  EZ EP       15 4 10.11                              50   -0.3210 68.8 118 
+ PVER EN ES       15 4 18.74                              50   -0.1710 70.0 115 
+ CMLA BZ EP   9   15 4  9.53   54                         50   -1.19 0 70.8 118 
+ CMLA B1 ES       15 4 18.27                                    0.3010 70.8 118 
+ PMAT EZ EP       15 4 10.60   44                         50   -0.3610 72.6 112 
+ PMAT EN ES       15 4 19.36                              50   -0.2110 72.6 112 
+ PMAT EZ  IAML    15 4 20.21       258.3 0.17                          72.6 112 
+ LFA  EZ IP       15 4 10.76   54                         50   -0.3910 73.6 116 
+ MESC EZ EP       15 4 10.99   54                         50   -0.4610 75.6 113 
+ MESC EN ES       15 4 20.08                              50   -0.3510 75.6 113 
+ MESC EZ  IAML    15 4 20.34        71.7 0.19                          75.6 113 
+ PRCH EN ES       15 4 20.71                              43    0.2910 76.2 119 
+ VIF  EZ EP       15 4 12.18   44                         43    0.4010 78.4 116 
+ VIF  EN ES       15 4 21.37                              43    0.3610 78.4 116 
+ VIF  EZ  IAML    15 4 22.08        64.5 0.20                          78.4 116 
+ PCNG EN ES       15 4 21.78                              43    0.2610 80.8 114 
+ FRA1 EN ES       15 4 22.94                              43    0.4210 85.4 114 
+ FRA1 EZ  IAML    15 4 23.65        69.7 0.16                          85.4 114 
+ MIRA EZ EP       15 4 12.78   35                         43   -0.4110 89.6 110 
+ MIRA EZ ES       15 4 23.52                              43    0.0410 89.6 110 
+ PFAV EN ES       15 4 26.99                              43    0.6510  103 314 
+ PRIB EE ES       15 4 26.99                              43   -0.0310  106 310 
+ PRIB EZ  IAML    15 4 27.46        63.8 0.14                           106 310 
+ PVNV EN ES       15 4 27.95                              43   -0.2210  112 314 
+ PVNV EZ  IAML    15 4 28.81        33.2 0.19                           112 314 
+ PPAD EN ES       15 4 29.18                              43    0.0410  116 308 
+ PPAD EZ  IAML    15 4 29.49        18.7 0.12                           116 308 
+ ASBA EN ES       15 4 30.19                              43    0.0110  120 308 
+                                                                                
+ 2014  1 9 2224 43.4 LQ 37.442 -24.806  0.7 *AZO 18 0.3 2.9LAZO 3.2CAZO        1
+ GAP=247        0.72       3.5    14.6  9.2  0.4637E+02  0.1281E+03  0.2725E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140109222443     I
+ OP: CVUA-RM                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa da Povoacao,SZ13,FE95 404                                       3
+ 2014-01-09-2224-00S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ MIRA EZ EP       2224 52.17   65                         50   -0.4610 56.5 313 
+ FRA1 EZ EP       2224 53.37   85                         50    0.4710 58.7 305 
+ FRA1 EN ES       2224 59.43                              50   -0.6110 58.7 305 
+ FRA1 EZ  IAML    2225  1.59       391.7 0.23                          58.7 305 
+ PSPR EZ EP       2224 52.91   82                         50   -0.0210 59.1 200 
+ PSPR EN ES       2225  0.33                              50    0.2510 59.1 200 
+ PSPR EZ  IAML    2225  2.73       296.7 0.33                          59.1 200 
+ PVPO EZ EP       2224 53.14   93                         50   -0.2410 62.5 210 
+ PVPO EN ES       2225  0.70                              50   -0.1710 62.5 210 
+ PVPO EZ  IAML    2225  1.00       201.2 0.19                          62.5 210 
+ PCNG EZ EP       2224 53.90   63                         50    0.3410 63.3 305 
+ PCNG EN ES       2225  0.94                              50   -0.2410 63.3 305 
+ PCNG EZ  IAML    2225  3.22       125.7 0.48                          63.3 305 
+ VIF  EZ EP       2224 53.87   82                         50    0.0410 65.3 301 
+ VIF  EN ES       2225  1.85                              50    0.1910 65.3 301 
+ VIF  EZ  IAML    2225  2.96       778.3 0.20                          65.3 301 
+ PRCH EZ EP       2224 53.97   74                         50   -0.1110 67.4 298 
+ PRCH EN ES       2225  2.25                              50    0.1510 67.4 298 
+ PRCH EZ  IAML    2225  3.45       898.9 0.19                          67.4 298 
+ MESC EZ EP       2224 54.12   96                         50   -0.1910 68.6 305 
+ MESC EN ES       2225  2.42                              50   -0.0810 68.6 305 
+ MESC EZ  IAML    2225  4.09       420.2 0.23                          68.6 305 
+ LFA  EZ EP       2224 54.48   86                         50   -0.0310 70.1 302 
+ PMAT EZ EP       2224 54.42   76                         50   -0.2810 71.9 305 
+ PMAT EN ES       2225  3.60                              50    0.4210 71.9 305 
+ PMAT EZ  IAML    2225  4.03       381.7 0.20                          71.9 305 
+ CMLA BZ EP   9   2224 53.80   79                         50   -1.04 0 72.8 300 
+ CMLA B2 ES       2225  2.56                                    0.1810 72.8 300 
+ PVER EZ EP       2224 55.25   76                         50    0.2810 73.9 303 
+ PVER EN ES       2225  3.53                              50   -0.1210 73.9 303 
+ PVER EZ  IAML    2225  4.69       259.7 0.38                          73.9 303 
+ CML  EZ EP       2224 54.98   77                         50   -0.1410 74.8 300 
+ CML  EZ ES       2225  4.11                              50    0.2010 74.8 300 
+ FAC  EZ EP   4   2224 56.89   71                         43    0.75 0 83.1 297 
+ FAC  EZ ES       2225  5.55                              43   -0.1510 83.1 297 
+ PSAN EZ EP       2224 57.50   68                         43    0.1010 93.0 300 
+ PSAN EZ ES       2225  8.31                              43    0.4010 93.0 300 
+ PFET EZ EP       2224 57.99   66                         43    0.1910 96.2 296 
+ PFET EZ ES       2225  8.56                              43   -0.0410 96.2 296 
+ SET2 EZ EP       2224 58.55   70                         43    0.3910 98.9 297 
+ SET2 EZ ES       2225  9.05                              43   -0.1810 98.9 297 
+ SET4 EZ EP       2224 58.16   69                         43   -0.1010 99.9 299 
+ SET4 EZ ES       2225  9.18                              43   -0.2410 99.9 299 
+                                                                                
+ 2014  111 1337 24.9 LQ 37.605 -25.179  6.6 *AZO 14 0.2 2.0LAZO 2.3CAZO        1
+ GAP=317        0.69       4.0     4.5  2.7  0.8869E+01  0.7143E+01  0.6380E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140111133724     I
+ OP: CVUA-IA/RC                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa da Povoacao,SZ13,FE95 405                                       3
+ 2014-01-11-1336-29S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ FRA1 EZ EP       1337 28.15                             104   -0.4910 21.6 315 
+ FRA1 EN ES       1337 31.78                             104    0.3310 21.6 315 
+ FRA1 EZ  IAML    1337 32.57       310.2 0.27                          21.6 315 
+ MIRA EZ IP     C 1337 28.96   30                        104    0.2510 22.0 337 
+ MIRA EZ ES       1337 31.36                             104   -0.2110 22.0 337 
+ PCNG EZ EP       1337 28.85   24                        101   -0.5010 26.3 314 
+ PCNG EN ES       1337 32.76                             101    0.0710 26.3 314 
+ PCNG EZ  IAML    1337 33.38        37.6 0.14                          26.3 314 
+ VIF  EZ EP       1337 29.51   45                        100   -0.0710 27.7 304 
+ VIF  EN ES       1337 33.36                             100    0.2610 27.7 304 
+ VIF  EZ  IAML    1337 34.08       245.8 0.17                          27.7 304 
+ PRCH EZ EP       1337 30.08   29                         63    0.2310 29.8 297 
+ PRCH EN ES       1337 33.42                              63   -0.1510 29.8 297 
+ PRCH EZ  IAML    1337 34.57      1059.5 0.33                          29.8 297 
+ MESC EZ EP       1337 30.30                              63    0.1510 31.4 312 
+ MESC EN ES       1337 34.14                              63    0.0610 31.4 312 
+ MESC EZ  IAML    1337 34.50       194.6 0.14                          31.4 312 
+ LFA  EZ EP       1337 30.59   31                         63    0.2910 32.6 305 
+ PMAT EZ EP       1337 30.62   24                         63    0.0810 34.8 312 
+ PMAT EN ES       1337 34.62                              63   -0.1610 34.8 312 
+ PMAT EZ  IAML    1337 35.76       173.7 0.20                          34.8 312 
+ CMLA B1 ES   4   1337 33.99                              63   -0.90 0 35.1 300 
+ CML  EZ EP       1337 31.16   46                         63    0.2710 37.2 300 
+ CML  EZ ES       1337 35.29                              63   -0.0910 37.2 300 
+ FAC  EZ EP       1337 31.83   39                         63   -0.2010 45.5 295 
+ FAC  EZ ES       1337 36.98                              63   -0.4110 45.5 295 
+ PSAN EZ EP       1337 33.25   30                         63   -0.1710 55.4 300 
+ PSAN EZ ES       1337 40.11                              63    0.2910 55.4 300 
+ PFET EZ E        1337 34.11                                           58.7 294 
+ PFET EZ ES       1337 40.74                              63    0.1310 58.7 294 
+ SET2 EZ EP       1337 34.48   44                         63    0.2210 61.3 296 
+ SET2 EZ ES       1337 41.03                              63   -0.2610 61.3 296 
+ SET4 EZ E        1337 34.58                                           62.3 299 
+ SET4 EZ ES       1337 41.57                              63    0.0810 62.3 299 
+                                                                                
+ 2014  114 0756  0.2 LQ 38.530 -29.435  0.0 *AZO  7 0.1 2.4LAZO 2.3CAZO        1
+ GAP=344        0.36       6.4     8.4  6.1 -0.3015E+02 -0.4733E+02  0.1987E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140114075600     I
+ OP: CVUA-RC                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: W Faial,SZ31,FE95 405                                                 3
+ 2014-01-14-0755-37S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PTCA EZ EP        756  9.49   26                         50    0.1610 55.9  84 
+ PTCA EN ES        756 16.27                              50    0.0610 55.9  84 
+ PTCA EZ  IAML     756 17.45       222.3 0.28                          55.9  84 
+ PCTB EZ EP        756  9.85   31                         50   -0.1010 60.5  90 
+ PCTB EN ES        756 17.15                              50   -0.1410 60.5  90 
+ PCTB EZ  IAML     756 18.81       194.3 0.14                          60.5  90 
+ PCUT EN ES        756 18.19                              50    0.0110 64.0  80 
+ PCUT EZ  IAML     756 18.94       183.6 0.25                          64.0  80 
+ PCND EN ES        756 23.06                              43   -0.0910 85.1  94 
+ PCND EZ  IAML     756 27.57        53.7 0.60                          85.1  94 
+ PBOI EZ EP        756 14.21   33                         43   -0.0710 93.0  96 
+ PBOI EN ES        756 25.00                              43    0.1410 93.0  96 
+ PBOI EZ  IAML     756 26.39        60.8 0.41                          93.0  96 
+ PTEI EN ES        756 25.28                              43    0.1110 94.1  92 
+ ROSA BE ES   4    756 26.52                              43   -1.13 0  106  78 
+ PAMA EE ES        756 28.58                              43   -0.0810  111  81 
+                                                                                
+ 2014  115 0550  8.7 LQ 37.476 -24.668  5.1 *AZO 14 0.3 2.3LAZO 2.1CAZO        1
+ GAP=266        0.71       3.5    17.7 15.4  0.5281E+02  0.2528E+03  0.3904E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140115055008     I
+ OP: CVUA-RS                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa da Povoacao,SZ13,FE95 404                                       3
+ 2014-01-15-0550-00S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ MIRA EZ ES        550 25.51                              63   -0.4510 63.9 303 
+ FRA1 EN E         550 30.95                                           67.3 296 
+ PSPR EZ EP        550 19.20   21                         63    0.1710 67.6 209 
+ PSPR EN ES        550 26.97                              63    0.2010 67.6 209 
+ PSPR EZ  IAML     550 27.68        66.4 0.22                          67.6 209 
+ PCNG EN ES        550 27.49                              53   -0.3110 71.9 297 
+ PVPO EZ EP        550 19.46   22                         53   -0.1610 72.5 217 
+ PVPO EN ES        550 27.44                              53   -0.3710 72.5 217 
+ PVPO EZ  IAML     550 28.05        49.1 0.27                          72.5 217 
+ VIF  EN ES        550 28.87                              53    0.5210 74.4 294 
+ PRCH EN ES        550 28.89                              53    0.0710 77.0 292 
+ PRCH EZ  IAML     550 30.14       115.1 0.37                          77.0 292 
+ MESC EN ES        550 29.09                              53    0.1010 77.1 297 
+ LFA  EZ EP        550 20.58   22                         53    0.0510 79.1 295 
+ PMAT EZ EP        550 20.51                              53   -0.1010 80.3 298 
+ PMAT EZ  IAML     550 29.39        65.1 0.16                          80.3 298 
+ PMAT EN ES        550 29.47                              53   -0.0810 80.3 298 
+ CMLA B2 ES   4    550 30.27                              53    0.31 0 82.1 293 
+ CML  EZ EP        550 21.22   27                         53    0.1210 84.1 293 
+ FAC  EZ ES        550 32.51                              53    0.2410 92.8 291 
+ PSAN EZ E         550 35.07                                            102 294 
+ PFET EZ E         550 36.42                                            106 291 
+                                                                                
+ 2014  115 1021 18.1 LQ 38.714 -29.090  0.1 *AZO  8 0.2 2.0LAZO 2.2CAZO        1
+ GAP=329        0.46       3.9     6.1  4.6  0.1389E+02 -0.2205E+02 -0.7152E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140115102118     I
+ OP: CVUA-AR                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: W Faial,SZ31,FE95 405                                                 3
+ 2014-01-15-1020-46S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PTCA EZ IP     D 1021 23.13   40                         59   -0.0310 29.3 119 
+ PTCA EN IS       1021 27.00                              59    0.0410 29.3 119 
+ PTCA EZ  IAML    1021 27.21       150.9 0.13                          29.3 119 
+ PCUT EZ EP       1021 23.88   27                         59   -0.0810 34.4 106 
+ PCUT EN IS       1021 28.25                              59   -0.1110 34.4 106 
+ PCUT EZ  IAML    1021 28.70       388.3 0.11                          34.4 106 
+ PCTB EZ EP       1021 24.00   23                         59   -0.2910 36.6 124 
+ PCTB EN ES       1021 29.13                              59    0.1910 36.6 124 
+ PLGR EZ EP       1021 25.31   36                         59    0.1110 42.2 109 
+ PLGR EN ES       1021 30.62                              59    0.0910 42.2 109 
+ PLGR EZ  IAML    1021 30.98        60.7 0.10                          42.2 109 
+ PCND EN E        1021 36.15                                           61.1 116 
+ PTEI EZ  IAML    1021 37.04        28.2 0.18                          68.4 111 
+ PTEI EN ES       1021 37.09                              50   -0.1910 68.4 111 
+ PBOI EN ES       1021 37.55                              50    0.0610 69.5 116 
+ PBOI EZ  IAML    1021 37.87        26.2 0.11                          69.5 116 
+ ROSA BN ES   4   1021 36.96                              50   -1.53 0 73.8  89 
+ PAMA EZ EP       1021 30.74                              43    0.2710 79.3  92 
+ PAMA EN ES       1021 39.68                              43   -0.0710 79.3  92 
+ PAMA EZ  IAML    1021 40.35        86.0 0.24                          79.3  92 
+                                                                                
+ 2014  115 1037 53.7 LQ 39.126 -28.466 10.6 *AZO 12 0.3 2.6LAZO 2.6CAZO        1
+ GAP=251        0.90      13.1     4.6 21.8  0.3363E+02  0.7146E+02  0.2738E+03E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140115103753     I
+ OP: CVUA-AR                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: W Graciosa,SZ27,FE95 405                                              3
+ 2014-01-15-1036-47S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PVIA EZ EP       1037 59.24   30                         97   -0.1610 36.1 100 
+ PVIA EN IS       1038  3.84                              97    0.1410 36.1 100 
+ PVIA EZ  IAML    1038  4.13        97.3 0.23                          36.1 100 
+ STGR EZ EP       1037 59.80   36                         96   -0.2110 40.5  97 
+ STGR EN ES       1038  4.28                              96   -0.4910 40.5  97 
+ STGR EZ  IAML    1038  4.91       426.1 0.28                          40.5  97 
+ PLUZ EZ EP       1038  1.00   35                         95    0.5010 44.0 106 
+ PLUZ EN ES       1038  5.71                              95    0.0910 44.0 106 
+ PLUZ EZ  IAML    1038  6.67       342.2 0.31                          44.0 106 
+ ROSA BN ES   4   1038  5.17                              94   -1.73 0 49.1 157 
+ PAMA EZ EP       1038  2.27   57                         64    0.2110 55.4 153 
+ PAMA EN ES       1038  8.20                              64   -0.1510 55.4 153 
+ PAMA EZ  IAML    1038  8.31        89.6 0.08                          55.4 153 
+ PCUT EZ IP     D 1038  2.39   33                         64   -0.1410 59.3 201 
+ PCUT EN IS       1038  9.41                              64    0.2310 59.3 201 
+ PCUT EZ  IAML    1038  9.57       309.6 0.24                          59.3 201 
+ PLGR EZ IP     C 1038  2.56   43                         64   -0.2210 61.0 194 
+ PLGR EN IS       1038  9.65                              64    0.0310 61.0 194 
+ PLGR EZ  IAML    1038 10.58      1597.1 0.22                          61.0 194 
+ PTCA EZ EP       1038  3.38   45                         64   -0.0610 66.5 206 
+ PTCA EN ES       1038 10.18                              64   -0.5810 66.5 206 
+ PTCA EZ  IAML    1038 10.43       196.8 0.26                          66.5 206 
+ PCTB EZ EP       1038  3.70   30                         64   -0.1910 70.3 200 
+ PCTB EN ES       1038 12.09                              64    0.5410 70.3 200 
+ PCTB EZ  IAML    1038 12.53       202.5 0.46                          70.3 200 
+ PTEI EZ EP       1038  4.43   43                         64    0.4110 70.6 172 
+ PTEI EN ES       1038 12.19                              64    0.4010 70.6 172 
+ PTEI EZ  IAML    1038 12.56        81.7 0.43                          70.6 172 
+ PCND EZ EP       1038  4.29   55                         64    0.0110 72.9 180 
+ PCND EZ  IAML    1038 11.39       255.3 0.40                          72.9 180 
+ PCND EN ES       1038 11.69                              64   -0.5510 72.9 180 
+ PBOI EZ EP       1038  5.17   58                         64    0.4010 76.9 174 
+ PBOI EN ES       1038 12.70                              64   -0.4010 76.9 174 
+ PBOI EZ  IAML    1038 13.27        56.8 0.11                          76.9 174 
+ PIED EZ ES       1038 15.25                              64    0.1810 86.2 155 
+                                                                                
+ 2014  121 0321 25.9 LQ 38.637 -29.115  7.2 *AZO  7 0.1 2.1LAZO 2.3CAZO        1
+ GAP=338        0.37       4.4     5.2  4.9  0.5891E-02 -0.1925E+02  0.1545E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140121032125     I
+ OP: CVUA-IA/AR                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: W Faial,SZ31,FE95 405                                                 3
+ 2014-01-21-0321-03S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PTCA EZ IP     D  321 30.77   33                         63    0.1110 28.3 102 
+ PTCA EN ES        321 34.29                              63    0.1010 28.3 102 
+ PTCA EZ  IAML     321 34.99       143.3 0.23                          28.3 102 
+ PCUT EN ES        321 35.95                              63    0.0810 35.2  92 
+ PCUT EZ  IAML     321 36.47       467.4 0.39                          35.2  92 
+ PLGR EZ EP        321 32.57   34                         63   -0.0810 42.4  97 
+ PLGR EN ES        321 37.45                              63   -0.2210 42.4  97 
+ PLGR EZ  IAML     321 38.11        68.7 0.25                          42.4  97 
+ PCND EZ EP        321 35.04   32                         63   -0.0410 59.8 108 
+ PCND EN ES        321 41.98                              63    0.0510 59.8 108 
+ PCND EZ  IAML     321 42.46        63.1 0.39                          59.8 108 
+ PTEI EZ E         321 37.76                                           67.9 103 
+ PTEI EN ES        321 43.75                              53   -0.1310 67.9 103 
+ PBOI EN ES        321 43.94                              53    0.0610 68.2 109 
+ ROSA BN ES   4    321 44.37                              53   -1.28 0 76.5  83 
+ PAMA EN ES        321 46.82                              53    0.0710 81.5  86 
+ PAMA EZ  IAML     321 47.72       103.4 0.25                          81.5  86 
+                                                                                
+ 2014  122 0737  8.6 LQ 36.996 -24.214 17.4 *AZO 15 0.2 2.8LAZO 3.0CAZO        1
+ GAP=312        0.64       5.2    11.8159.4  0.5013E+02 -0.1735E+04 -0.7225E+03E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140122073708     I
+ OP: CVUA-SA/RC                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Falha Gloria,SZ11,FE95 404                                            3
+ 2014-01-22-0737-01S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PSPR EZ IP     C  737 19.34   60                         94    0.2610 73.4 266 
+ PSPR EN ES        737 26.83                              94   -0.0810 73.4 266 
+ PSPR EZ  IAML     737 28.09       233.0 0.27                          73.4 266 
+ PVPO EZ IP     C  737 20.43   64                         93    0.0010 84.4 267 
+ PVPO EN ES        737 29.21                              93   -0.0610 84.4 267 
+ PVPO EZ  IAML     737 29.84        73.6 0.23                          84.4 267 
+ MIRA EZ EP        737 25.79   49                         92   -0.2710  129 313 
+ MIRA EZ ES        737 38.84                              92   -0.2810  129 313 
+ FRA1 EN E         737 39.88                                            131 310 
+ PCNG EN E         737 41.52                                            135 310 
+ VIF  EZ EP        737 26.85   49                         92   -0.1910  137 308 
+ VIF  EN ES        737 40.80                              92   -0.0410  137 308 
+ VIF  EZ  IAML     737 40.89        40.7 0.28                           137 308 
+ PRCH EN ES        737 40.90                              92   -0.2210  139 306 
+ PRCH EZ  IAML     737 41.93       248.5 0.34                           139 306 
+ MESC EZ EP        737 27.56   50                         92    0.0410  140 309 
+ MESC EN ES        737 42.01                              92    0.3310  140 309 
+ MESC EZ  IAML     737 43.14        45.2 0.66                           140 309 
+ LFA  EZ EP        737 27.61   54                         92   -0.0510  142 308 
+ PMAT EN ES        737 42.78                              92    0.5010  144 310 
+ PVER EN ES        737 42.62                              92   -0.0110  146 308 
+ CML  EZ EP        737 28.14   49                         92   -0.0110  146 307 
+ CML  EZ ES        737 42.92                              92    0.1410  146 307 
+ FAC  EZ ES        737 44.63                              91    0.1810  154 305 
+ PSAN EZ EP        737 30.65   50                         91    0.2310  164 306 
+ PFET EZ ES        737 46.85                              91   -0.4510  167 304 
+                                                                                
+ 2014  122 1156  3.1 LQ 38.028 -25.812  0.0 *AZO 22 0.3 2.4LAZO 2.4CAZO        1
+ GAP=174        0.84       2.0     2.3  3.1  0.2948E+01 -0.1306E+00 -0.2479E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140122115603     I
+ OP: CVUA-RC/RS                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa Hirondelle,SZ18,FE95 405                                        3
+ 2014-01-22-1155-18S_SWARM.SEI                                                 6
+ 2014-01-22-1156-01S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ SET4 EZ EP       1156  6.43   36                         91    0.2310 17.0 176 
+ SET4 EZ ES       1156  8.83                              91    0.3010 17.0 176 
+ SET2 EZ ES       1156  8.96                              59   -0.6410 20.5 179 
+ PSAN EZ EP       1156  6.93   32                         59    0.0410 21.0 159 
+ PSAN EZ ES       1156 10.19                              59    0.4610 21.0 159 
+ PFET EZ IP     C 1156  7.07   34                         59   -0.1810 23.4 175 
+ PFET EZ ES       1156 10.19                              59   -0.1810 23.4 175 
+ FAC  EZ EP       1156  8.64   40                         59    0.1210 31.6 153 
+ FAC  EZ ES       1156 12.82                              59    0.2410 31.6 153 
+ PVER EN ES       1156 14.26                              59    0.3110 36.6 134 
+ PVER EZ  IAML    1156 15.61       353.0 0.42                          36.6 134 
+ CML  EZ EP       1156  9.11   51                         59   -0.2410 36.8 140 
+ CML  EZ ES       1156 14.06                              59    0.0210 36.8 140 
+ PMAT EZ IP     C 1156  9.46   47                         59   -0.0810 38.1 128 
+ PMAT EN ES       1156 14.72                              59    0.3510 38.1 128 
+ PMAT EZ  IAML    1156 15.90       599.4 0.39                          38.1 128 
+ LFA  EZ IP     C 1156  9.70                              59   -0.2510 40.4 134 
+ MESC EZ IP     C 1156  9.90   40                         59   -0.2110 41.4 129 
+ MESC EN ES       1156 15.66                              59    0.2910 41.4 129 
+ MESC EZ  IAML    1156 16.40       215.4 0.44                          41.4 129 
+ PRCH EZ EP       1156 10.19   38                         59   -0.3110 44.3 139 
+ PRCH EN ES       1156 15.63                              59   -0.4310 44.3 139 
+ PRCH EZ  IAML    1156 16.98       800.4 0.27                          44.3 139 
+ VIF  EZ EP       1156 10.69   37                         59   -0.0210 45.3 134 
+ VIF  EN ES       1156 16.33                              59   -0.0910 45.3 134 
+ VIF  EZ  IAML    1156 17.18       160.3 0.20                          45.3 134 
+ PCNG EN ES       1156 17.03                              59    0.2610 46.6 128 
+ MIRA EZ EP       1156 11.66                              50   -0.4110 54.0 120 
+ MIRA EZ E        1156 17.57                                           54.0 120 
+ PVPO EE E        1156 35.01                                            132 154 
+ PFAV EZ E        1156 40.37                                            135 305 
+ PRIB EN ES       1156 37.29                              43   -0.4910  139 301 
+ PSPR EE E        1156 37.06                                            139 150 
+ PVNV EN ES       1156 38.91                              43    0.2810  143 305 
+ PPAD EN ES       1156 40.12                              43    0.1310  149 301 
+ PBIS EN E        1156 40.31                                            150 303 
+ ASBA EN ES       1156 41.53                              43    0.4910  153 301 
+                                                                                
+ 2014  123 0244 55.0 LQ 38.098 -26.435  0.0 *AZO 16 0.2 2.2LAZO 2.5CAZO        1
+ GAP=193        0.67      12.7    11.0  3.5  0.1387E+03 -0.2793E+02 -0.3228E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140123024455     I
+ OP: CVUA-AP/RS                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa Hirondelle,SZ18,FE95 405                                        3
+ 2014-01-23-0244-46S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ SET4 EZ EP        245  4.66   35                         50   -0.2110 61.1 114 
+ SET4 EZ ES        245 12.24                              50   -0.0610 61.1 114 
+ SET2 EZ EP        245  4.95   33                         50   -0.0610 62.0 117 
+ SET2 EZ ES        245 12.89                              50    0.3510 62.0 117 
+ PFET EZ EP        245  5.12   36                         50   -0.2510 64.7 119 
+ PFET EZ ES        245 13.66                              50    0.4910 64.7 119 
+ PSAN EZ EP        245  5.74   34                         50   -0.0910 68.0 114 
+ PSAN EZ ES        245 13.87                              50   -0.1210 68.0 114 
+ FAC  EZ EP        245  7.43   33                         43    0.3010 77.8 117 
+ FAC  EZ ES        245 16.00                              43   -0.2510 77.8 117 
+ CML  EZ EP        245  8.04   30                         43   -0.1510 86.1 115 
+ CML  EZ ES        245 17.88                              43   -0.2210 86.1 115 
+ PVER EZ EP        245  8.21   33                         43   -0.1310 87.5 112 
+ PVER EN ES        245 18.50                              43    0.1310 87.5 112 
+ PVER EZ  IAML     245 19.46        36.1 0.33                          87.5 112 
+ CMLA BZ EP   9    245  7.46   34                         43   -0.99 0 88.2 115 
+ CMLA B2 ES        245 17.72                                    0.1410 88.2 115 
+ PMAT EZ EP        245  8.54   37                         43   -0.1610 90.3 110 
+ PMAT EN ES        245 19.16                              43    0.1610 90.3 110 
+ PRIB EZ EP        245  8.67   31                         43   -0.0910 90.6 315 
+ PRIB EN ES        245 19.03                              43   -0.0810 90.6 315 
+ PRIB EZ  IAML     245 19.52       107.9 0.11                          90.6 315 
+ LFA  EZ EP        245  8.47   32                         43   -0.3910 91.1 113 
+ LFA  EZ ES        245 19.58                              43    0.3010 91.1 113 
+ MESC EZ EP        245  8.90   34                         43   -0.2510 93.3 111 
+ MESC EN ES        245 19.81                              43    0.0310 93.3 111 
+ MESC EZ  IAML     245 20.14        22.7 0.56                          93.3 111 
+ PRCH EN ES        245 19.89                              43    0.2010 93.4 116 
+ PVNV EZ EP        245  9.30   34                         43   -0.2210 96.9 320 
+ PVNV EN ES        245 20.23                              43   -0.2110 96.9 320 
+ PVNV EZ  IAML     245 21.15        56.3 0.09                          96.9 320 
+ PPAD EZ EP        245 10.42   30                         43    0.4810  100 312 
+ PPAD EN ES        245 21.42                              43    0.2610  100 312 
+ PPAD EZ  IAML     245 22.29        22.1 0.25                           100 312 
+ ASBA EN ES        245 22.43                              43    0.2410  104 312 
+ ASBA EZ  IAML     245 24.22        31.4 0.09                           104 312 
+                                                                                
+ 2014  123 0949 25.0 LQ 37.229 -24.555 33.9 *AZO 14 0.3 2.6LAZO 2.8CAZO        1
+ GAP=279        0.93       5.9    18.7 31.3  0.9577E+02 -0.5305E+03 -0.1659E+03E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140123094925     I
+ OP: CVUA-IA/RS                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: E Ilheus das Formigas,SZ13,FE95 404                                   3
+ 2014-01-23-0949-09S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PSPR EZ IP     C  949 33.50   53                        118   -0.0810 53.3 233 
+ PSPR EN ES        949 40.44                             118    0.4310 53.3 233 
+ PSPR EZ  IAML     949 41.13       181.0 0.17                          53.3 233 
+ PVPO EZ IP     C  949 34.21   48                        114   -0.3010 61.8 241 
+ PVPO EN ES        949 41.36                             114   -0.2810 61.8 241 
+ PVPO EZ  IAML     949 42.41        53.2 0.36                          61.8 241 
+ MIRA EZ EP        949 37.27   40                        106   -0.5310 88.9 314 
+ MIRA EZ ES        949 46.77                             106   -0.6210 88.9 314 
+ FRA1 EN ES        949 47.83                             106    0.1210 90.7 309 
+ PCNG EN ES        949 49.10                             105    0.4010 95.3 309 
+ VIF  EZ EP        949 39.08   48                        105    0.3310 96.9 307 
+ VIF  EN ES        949 49.36                             105    0.3010 96.9 307 
+ VIF  EZ  IAML     949 49.60        65.6 0.38                          96.9 307 
+ PRCH EZ EP        949 39.15   58                        104    0.2310 98.8 304 
+ PRCH EN ES        949 49.15                             104   -0.1910 98.8 304 
+ PRCH EZ  IAML     949 49.98       171.3 0.23                          98.8 304 
+ MESC EZ EP        949 39.31   46                        104    0.1010  101 309 
+ MESC EN ES        949 50.24                             104    0.3810  101 309 
+ MESC EZ  IAML     949 50.79        71.9 0.45                           101 309 
+ LFA  EZ EP        949 39.59   53                        104    0.2410  102 307 
+ LFA  EZ ES        949 49.83                             104   -0.2810  102 307 
+ PMAT EN ES        949 50.73                             103    0.2910  104 309 
+ PMAT EZ  IAML     949 51.41        87.4 0.25                           104 309 
+ CMLA B2 ES   4    949 48.90                             103   -1.62 0  104 305 
+ CML  EZ EP        949 39.87   47                        103    0.0310  106 305 
+ CML  EZ ES        949 50.38                             103   -0.5710  106 305 
+ FAC  EZ E         949 52.85                                            114 302 
+ PSAN EZ ES   4    949 55.79                             101    0.94 0  124 304 
+ PFET EZ E         949 53.55                                            127 301 
+ SET2 EZ E         949 47.07                                            130 302 
+                                                                                
+ 2014  126 0117 25.6 LQ 38.334 -26.843  8.1 *AZO 19 0.4 2.2LAZO 2.0CAZO        1
+ GAP=195        1.17      10.7    12.6 10.1  0.1311E+03 -0.6700E+02 -0.4421E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140126011725     I
+ OP: CVUA-RC                                                                   3
+ STATUS: OK                                                                    3
+ PUB: NAO                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: SE Terceira,SZ20,FE95 405                                             3
+ 2014-01-26-0116-58S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PFAV EZ EP        117 32.38   22                         63   -0.4010 46.9 333 
+ PFAV EN ES        117 38.64                              63    0.4410 46.9 333 
+ PFAV EZ  IAML     117 40.88        74.8 0.09                          46.9 333 
+ PRIB EZ EP        117 32.74   23                         63   -0.1310 47.3 323 
+ PRIB EN ES        117 38.73                              63    0.3910 47.3 323 
+ PRIB EZ  IAML     117 39.35       173.9 0.16                          47.3 323 
+ PVNV EZ EP        117 33.38   23                         63   -0.5110 54.8 330 
+ PVNV EN ES        117 39.93                              63   -0.2010 54.8 330 
+ PVNV EZ  IAML     117 42.88        77.9 0.14                          54.8 330 
+ PPAD EZ EP        117 33.54   22                         63   -0.5610 56.2 317 
+ PPAD EN ES        117 40.81                              63    0.3210 56.2 317 
+ PPAD EZ  IAML     117 42.64       260.5 0.19                          56.2 317 
+ PBIS EN ES        117 41.19                              63   -0.1110 59.4 323 
+ PBIS EZ  IAML     117 42.34       107.8 0.17                          59.4 323 
+ ASBA EZ EP        117 34.45                              63   -0.2810 60.5 315 
+ ASBA EN ES        117 41.79                              63    0.1910 60.5 315 
+ ASBA EZ  IAML     117 43.42       125.9 0.31                          60.5 315 
+ SET4 EZ ES        117 51.18                              53   -0.1410  105 119 
+ PIED EZ E         117 44.70                                            106 275 
+ SET2 EZ ES        117 51.74                              53    0.1410  106 121 
+ PFET EZ E         117 42.09                                            109 121 
+ PSAN EZ ES        117 52.50                              53   -0.3310  112 118 
+ FAC  EZ ES        117 54.86                              53   -0.1210  122 120 
+ PVER EE E         117 57.41                                            131 117 
+ PMAT EN ES        117 57.31                              53   -0.2310  133 115 
+ LFA  EZ EP        117 44.80                              53    0.7510  135 117 
+ MESC EN ES        117 57.87                              53   -0.4810  136 116 
+ PRCH EN E         117 59.16                                            137 119 
+ VIF  EE E         118  1.08                                            139 117 
+ MIRA EZ EP        117 47.14                              53    1.1410  150 113 
+ MIRA EZ ES        118  1.43                              53    0.1110  150 113 
+                                                                                
+ 2014  126 0117 49.3 LQ 38.314 -26.853  1.0 *AZO 21 0.3 2.5LAZO 2.6CAZO        1
+ GAP=197        0.86       6.8     8.2  3.9  0.5466E+02 -0.1542E+02 -0.1079E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140126011749     I
+ OP: CVUA-RC                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: SE Terceira,SZ20,FE95 405                                             3
+ 2014-01-26-0116-58S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PFAV EZ EP        117 57.55   41                         59    0.2610 48.5 335 
+ PFAV EE ES        118  3.60                              59    0.3310 48.5 335 
+ PFAV EZ  IAML     118  4.31       172.0 0.16                          48.5 335 
+ PRIB EZ EP        117 57.69   50                         59    0.3710 48.6 325 
+ PRIB EN ES        118  3.41                              59    0.0910 48.6 325 
+ PRIB EZ  IAML     118  4.20       304.6 0.16                          48.6 325 
+ PVNV EZ EP        117 58.03   48                         50   -0.4010 56.4 332 
+ PVNV EN ES        118  4.75                              50   -0.5110 56.4 332 
+ PVNV EZ  IAML     118  7.34       137.1 0.17                          56.4 332 
+ PPAD EZ IP     C  117 58.45   40                         50   -0.1210 57.3 319 
+ PPAD EN ES        118  5.56                              50    0.0510 57.3 319 
+ PPAD EZ  IAML     118  8.34       373.2 0.16                          57.3 319 
+ PBIS EN ES        118  6.23                              50   -0.1510 60.7 325 
+ PBIS EZ  IAML     118  8.64       155.8 0.19                          60.7 325 
+ ASBA EN ES        118  6.77                              50    0.1710 61.5 317 
+ ASBA EZ  IAML     118  8.69       272.3 0.19                          61.5 317 
+ SET4 EZ EP        118  4.62   36                         43   -0.1110  104 117 
+ SET4 EZ ES        118 16.40                              43    0.1210  104 117 
+ PIED EZ E         118  9.73                                            106 277 
+ SET2 EZ EP        118  4.98   42                         43    0.1110  106 119 
+ SET2 EZ ES        118 16.43                              43   -0.1110  106 119 
+ PFET EZ EP        118  5.39   29                         43    0.1910  108 120 
+ PFET EZ ES        118 17.38                              43    0.2610  108 120 
+ PSAN EZ EP        118  5.48   30                         43   -0.1110  111 117 
+ PSAN EZ ES        118 17.05                              43   -0.7410  111 117 
+ FAC  EZ ES        118 20.42                              43    0.5010  121 119 
+ CML  EZ ES        118 22.33                              43    0.6010  130 117 
+ PVER EN ES        118 21.72                              43   -0.2310  131 116 
+ PVER EZ  IAML     118 23.02        59.4 0.42                           131 116 
+ PMAT EN ES        118 22.94                              43    0.4210  133 114 
+ PMAT EZ  IAML     118 24.45        47.4 0.16                           133 114 
+ LFA  EZ EP        118  8.50   41                         43    0.0010  134 116 
+ MESC EZ EP        118  8.55   36                         43   -0.2110  136 115 
+ MESC EN ES        118 23.11                              43   -0.2210  136 115 
+ PRCH EE ES        118 22.97                              43   -0.3610  137 118 
+ VIF  EN ES        118 24.06                              43    0.1410  139 116 
+ PCNG EN E         118 25.51                                            142 115 
+ MIRA EZ EP        118 10.16   39                         43   -0.3110  150 112 
+                                                                                
+ 2014  127 1050 49.6 RQ 39.424 -29.951 10.6 *AZO 16 0.3 3.3LAZO 3.4CAZO        1
+ GAP=330        0.86      69.5   171.5302.4 -0.1183E+05 -0.5180E+05  0.2093E+05E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140127105049     I
+ OP: CVUA-BC/RS                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ OBS: Sismo sem qualidade para calculo MW                                      3
+ REGIAO: Crista Media Atlantica,SZ32,FE95 405                                  3
+ 2014-01-27-1050-32S_SWARM.SEI                                                 6
+ 2014-01-27-1050-33S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PTCA EZ EP       1051  8.05   48                         64   -0.1210  137 133 
+ PCUT EN E        1051 22.08                                            139 129 
+ PCTB EN ES       1051 24.04                              64    0.3210  144 133 
+ PLGR EZ EP       1051  9.18   51                         64   -0.3210  147 129 
+ PLGR EN ES       1051 23.50                              64   -0.8910  147 129 
+ PLGR EZ  IAML    1051 25.05       310.0 0.28                           147 129 
+ PCND EZ EP       1051 12.06   82                         64    0.0510  167 129 
+ PCND EN ES       1051 28.72                              64   -0.0710  167 129 
+ ROSA BZ EP   9   1051 10.64   71                         64   -1.37 0  167 117 
+ ROSA BN ES       1051 27.64                                    0.2210  167 117 
+ PCND EZ  IAML    1051 30.10       115.6 0.26                           167 129 
+ PVIA EE ES       1051 28.76                              64   -0.1810  168 103 
+ PTEI EZ EP       1051 12.68   66                         64   -0.0310  172 126 
+ PTEI EZ  IAML    1051 32.57       227.7 0.59                           172 126 
+ STGR EN E        1051 28.60                                            172 102 
+ PTEI EN ES       1051 30.20                              64    0.1810  172 126 
+ PAMA EZ E        1051 17.05                                            174 118 
+ PBOI EZ EP       1051 13.25   72                         64    0.2310  175 128 
+ PBOI EN ES       1051 31.06                              64    0.5010  175 128 
+ PBOI EZ  IAML    1051 32.34        79.8 0.28                           175 128 
+ PLUZ EE E        1051 29.98                                            176 104 
+ PPAD EZ EP       1051 21.80                              64    0.1910  244 108 
+ PVNV EZ EP       1051 22.72   49                         64    0.0610  253 106 
+ PRIB EZ EP       1051 22.77   50                         64   -0.1510  255 108 
+ PFAV EZ EP       1051 23.86   57                         64    0.2410  260 107 
+                                                                                
+ 2014  129 1950 45.0 LQ 37.276 -24.604  0.0 *AZO 12 0.3 2.2LAZO 2.6CAZO        1
+ GAP=272        0.94       4.5    42.0 27.5 -0.1606E+03  0.1136E+04 -0.1079E+03E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140129195045     I
+ OP: CVUA-BC/AR                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: E Ilheus das Formigas,SZ10,FE95 404                                   3
+ 2014-01-29-1950-17S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PSPR EZ IP     C 1950 53.77   48                         50   -0.0210 53.3 226 
+ PSPR EE ES       1951  0.94                              50    0.5410 53.3 226 
+ PSPR EZ  IAML    1951  1.45        70.6 0.14                          53.3 226 
+ PVPO EZ EP       1950 54.42   44                         50   -0.4010 60.9 234 
+ PVPO EN ES       1951  1.85                              50   -0.3610 60.9 234 
+ PVPO EZ  IAML    1951  2.72        36.4 0.12                          60.9 234 
+ MIRA EZ ES       1951  6.99                              43   -0.3810 82.2 314 
+ FRA1 EZ EP       1950 57.55   30                         43   -0.4210 84.1 308 
+ FRA1 EN ES       1951  7.73                              43    0.0110 84.1 308 
+ PCNG EN E        1951  9.55                                           88.7 308 
+ VIF  EN ES       1951  9.55                              43    0.4210 90.4 305 
+ PRCH EZ EP       1950 59.47   34                         43    0.5110 92.3 303 
+ PRCH EN ES       1951  9.38                              43   -0.0710 92.3 303 
+ PRCH EZ  IAML    1951 10.33       143.0 0.31                          92.3 303 
+ MESC EZ EP       1950 59.46   45                         43    0.2110 94.0 308 
+ MESC EN ES       1951 10.38                              43    0.4310 94.0 308 
+ LFA  EZ EP       1950 59.65   43                         43    0.2510 95.3 306 
+ LFA  EZ E        1951  9.51                                           95.3 306 
+ PMAT EN ES       1951 10.46                              43   -0.0810 97.3 308 
+ CMLA B2 ES   4   1951  9.71                              43   -0.95 0 97.7 304 
+ CML  EZ EP       1950 59.67   45                         43   -0.2310 99.8 304 
+ CML  EZ ES       1951 10.69                              43   -0.4110 99.8 304 
+ FAC  EZ E        1951 13.79                                            108 301 
+                                                                                

parser.py

@@ -1,174 +0,0 @@
-from collections import defaultdict
-from datetime import datetime, time
-import warnings
-
-def is_blank(l: str) -> bool:
-    return len(l.strip(" ")) == 0
-
-def parse_flt(v:str) -> float | None:
-    try:
-        t = float(v)
-        return t
-    except ValueError:
-        return None
-
-def parse_int(v:str) -> int | None:
-    try:
-        t = int(v)
-        return t
-    except ValueError:
-        return None
-
-
-def parse():
-    fp = open("dados.txt")
-    data = [l for l in fp.read().split("\n")]
-    chunks = boundaries(data)
-
-    for c in chunks:
-        yield parse_chunk(data[c[0]:c[1]])
-
-    fp.close()
-
-
-def boundaries(data: list[str]):
-    boundaries = []
-    start = None
-    for (idx,l) in enumerate(data):
-        if start is None:
-            if not is_blank(l):
-                start = idx
-        else:
-            if is_blank(l):
-                boundaries.append((start,idx))
-                start = None
-    return boundaries
-
-
-def parse_chunk(chunk_lines: list[str]):
-    hIdx = None
-    for (idx, l) in enumerate(chunk_lines):
-        if l[-1] == "7":
-            hIdx = idx
-            break
-    if hIdx is None:
-        raise ValueError("Expected a '7' phase header in chunk_lines")
-    else:
-        headersRet = parse_header(chunk_lines[:hIdx])
-        phaseRet = parse_type_7(chunk_lines[hIdx+1:])
-    eventData = headersRet | phaseRet
-
-    return eventData
-    
-
-def parse_header(hLines: list[str]):
-    aux = defaultdict(list)
-
-    for line in hLines:
-        match line[-1]:
-            case "1":
-                aux[1].append(line)
-            case "3":
-                aux[3].append(line)
-            case "6":
-                aux[6].append(line)
-            case "E":
-                aux["E"].append(line)
-            case "I":
-                aux["I"].append(line)
-            case "F":
-                aux["F"].append(line)
-            case unknown:
-                warnings.warn(f"header type not implemented: {unknown}")
-
-    headerDict = dict()
-    for (k,v) in aux.items():
-        if len(v) != 0:
-            headerDict.update(FUNCS[k](v))
-    return headerDict
-
-
-def parse_mag(line: str):
-    magnitudes = []
-    base = 55
-    while base < 79:
-        m = line[base:base+4]
-        mt = line[base+4]
-        if not is_blank(m):
-            magnitudes.append({"M": m, "T": mt})
-        base += 8
-    return magnitudes
-
-
-def parse_type_1(data: list[str]):
-    aux = data[0]
-    y = int(aux[1:5])
-    mo = int(aux[6:8])
-    d = int(aux[8:10])
-    h = int(aux[11:13])
-    m = int(aux[13:15])
-    s = int(aux[16:18])
-    mil = int(aux[19]) * 10**5
-    dt = datetime(y,mo,d,h,m,s,mil)
-
-    dist_ind = aux[21]
-    eId = aux[22]
-    lat = float(aux[23:30])
-    long = float(aux[30:38])
-    depth = float(aux[38:43])
-    rep_ag = aux[45:48]
-
-    hypo = {"DateTime": dt.isoformat(), "Distance Indicator": dist_ind, "Event ID": eId, "Lat": lat, "Long": long, "Depth": depth, "Agency": rep_ag, "Magnitudes": list()}
-
-    for l in data:
-        hypo["Magnitudes"] = hypo["Magnitudes"] + parse_mag(l)
-
-    return hypo
-
-def parse_type_3(data: list[str]):
-    comments = []
-    for line in data:
-        comments.append(line[:-2].strip())
-    return {"Comments": comments}
-
-
-def parse_type_6(data: list[str]):
-    waves = []
-    for l in data:
-        waves.append(l.strip().split(" ")[0])
-    return {"Wave": waves}
-
-
-def parse_type_7(data: list[str]):
-    phases = []
-    # nordic format
-    for l in data:
-        h = int(l[18:20])
-        m = int(l[20:22])
-        sec = int(l[23:25])
-        mil = int(l[26:28]) * 10**4
-        t = time(h,m,sec,mil)
-        phases.append({"Stat:":l[1:5], "Com": l[6:10], "I": l[9].strip(), "Phase": l[10:15].strip(), "Polarity": l[16].strip(), "Time": t.isoformat(), "Duration": parse_flt(l[29:33]), "Amplitude": parse_flt(l[34:40]), "Period": parse_flt(l[41:45]), "Azimuth": parse_flt(l[46:51]), "Velocity":parse_int(l[52:56]), "AIN": parse_int(l[57:60]), "AR": l[61:63], "Travel Time": parse_flt(l[63:67]), "Weigth": parse_int(l[67:70]), "Distance": float(l[71:75]), "CAZ": int(l[76:79])})
-
-    return {"Phases": phases}
-
-def parse_type_e(data: list[str]):
-    aux = data[0]
-    error = {"Gap": int(aux[5:8]), "Origin": float(aux[14:20]), "Error_lat": float(aux[24:30]), "Error_long": float(aux[32:38]), "Error_depth": float(aux[38:43]), "Cov_xy": float(aux[43:55]), "Cov_xz": float(aux[55:67]), "Cov_yz": float(aux[67:79])}
-    return error
-
-
-def parse_type_f(data: list[str]):
-    return {}
-
-
-def parse_type_i(data: list[str]):
-    aux = data[0]
-    dt = datetime.strptime(aux[12:26], "%y-%m-%d %H:%M")
-    return {"Action": aux[8:11], "Action Extra": {"Date": dt.isoformat(), "OP": aux[30:35].strip(), "Status": aux[42:57].strip(), "ID":int(aux[60:74])}}
-
-
-FUNCS = {1: parse_type_1, 3: parse_type_3, 6: parse_type_6, "E": parse_type_e, "F": parse_type_f, "I": parse_type_i}
-
-
-print(next(parse()))

requirements.txt

@@ -1 +1,5 @@
-pytest==8.4.2
+dash==3.3.0
+matplotlib==3.10.8
+numpy==2.3.5
+pandas==2.3.3
+plotly==6.5.0

shell.nix

@@ -0,0 +1,14 @@
+{ pkgs ? import <nixpkgs> {} }:
+
+pkgs.mkShell {
+  buildInputs = with pkgs; [
+    python3
+    python3Packages.pandas
+    python3Packages.numpy
+    python3Packages.matplotlib
+  ];
+
+  shellHook = ''
+    echo "Funcionou"
+  '';
+}

test_data.txt

@@ -1,31 +0,0 @@
- 1996  6 7 1325 29.2 L  59.846   5.130 12.0F TES 12 .60 1.9LTES 2.2CTES 2.0LNAO1
- GAP=177        2.78       4.5    12.80.000  0.2239E+02  0.6258E+03 -0.2817E+03E
- 1996  6 7 1325 30.5 L  59.763   5.396 29.2  NAO  2 1.0                 2.0LNAO1
-       8.3      41.0      74.7     1                                           F
- 1996-06-07-1324-51S.TEST__009                                                 6
- ACTION:SPL 14-12-11 12:04 OP:jh   STATUS:               ID:19960607132529 L   I
- STAT COM NTLO IPHASE   W HHMM SS.SSS   PAR1  PAR2 AGA OPE  AIN  RES W  DIS CAZ7
- EGD  HHZ NS   IP       4 1325 35.950      C       BER jh 120.0-1.131047.70   6 
- EGD  HHZ NS    END       1325 35.950  111.0       BER jh       0.0   47.70   6 
- EGD  HHZ NS    AMP       1325 35.950   11.1  33.3 BER jh             47.70   6 
- EGD  HHN NS   ES         1325 42.030              BER jh  70.0-.8901047.70   6 
- BER  BHZ NS00 IP         1325 38.120      C       kkk AUT     -.9801061.00  11 
- BER  BHZ NS00  END       1325 38.120   55.0       BER jh        4.8  61.00  11 
- BER  BHN NS00 ES         1325 45.440              BER jh  70.0-.9901061.00  11 
- BER  BHZ NS00  IAML     A1325 46.710   31.7  0.20 BER jh       0.4   61.00  11 
- KMY  BHZ NS10 IP         1325 40.260      C       PPP Ajh 70.0 .3301070.90 175 
- KMY  BHZ NS10  END       1325 40.260   62.0       BER jh             70.90 175 
- KMY  BHN NS10 ES         1325 48.740              BER jh   70.0.3001070.90 175 
- KMY  BHZ NS10  IAML      1325 48.920   83.6  0.20 BER jh             70.90 175 
- ASK  SHZ NS   EP       2 1325 39.590      D                   -1.031071.10   3 
- ASK  SHZ NS    END       1325 39.590   68.0                          71.10   3 
- ASK  SHZ NS   ES         1325 48.070                          -1.021071.10   3 
- ASK  SHZ NS    AMP       1325 48.070  333.3  2.20                    71.10   3 
- ASK  SHZ NS    IAML      1325 50.900  111.0  0.30                    71.10   3 
- NRA0 S Z       Pn       A1326 19.090                      50.0-.05010368.0  72 
- NRA0 S Z       END       1326 19.090  333.0                          368.0  72 
- NRA0 S Z       BAZ-P     1326 19.090  256.9   6.9                0.  368.0  72 
- NRA0 S Z       Pg        1326 27.940                          -.64010368.0  72 
- NRA0 S Z       BAZ       1326 27.940  253.0   7.3               -3.  368.0  72 
- NRA0 S Z       Lg        1327 10.540                          -.89010368.0  72 
- NRA0 S Z       BAZ       1327 10.540  266.6   4.1                9.  368.0  72

tests.py

@@ -1,50 +0,0 @@
-import pytest
-import parser
-
-def test_type_1():
-    test_data =[" 1996  6 7 1325 29.2 L  59.846   5.130 12.0F TES 12 .60 1.9LTES 2.2CTES 2.0LNAO1",
-         " 1996  6 7 1325 30.5 L  59.763   5.396 29.2  NAO  2 1.0                 2.0LNAO1"]
-    expected = {"DateTime": "1996-06-07T13:25:29.200000", "Distance Indicator": "L", "Event ID": " ", 'Lat': 59.846, 'Long': 5.13,'Depth': 12.0, 'Agency': 'TES', 'Magnitudes': [{'M': ' 1.9', 'T': 'L'},{'M': ' 2.2', 'T': 'C'},{'M': ' 2.0', 'T': 'L'},{'M': ' 2.0', 'T': 'L'}]}
-
-    _ret = parser.parse_type_1(test_data)
-    for (k,v) in _ret.items():
-        assert _ret[k] == expected[k]
-
-def test_type_3():
-    test_data = [" OP: CVUA-RM/RC                                                                3",
-" STATUS: OK    SENTIDO                                                         3",
-" SENTIDO: II/III  -Pico: S. Caetano                                            3",
-" PUB: NAO                                                                      3",
-" WEB: SIM                                                                      3",
-" OBS: Por ordem do CT nao foi emitido novo comunicado                          3",
-" OBS: Sismo sobreposto                                                         3",
-" REGIAO: Pico,VZ14,SZ06,FE95 405                                               3"]
-
-    _ret = parser.parse_type_3(test_data)
-    assert len(_ret["Comments"]) == 8
-
-def test_type_6():
-    test_data = [" 1996-06-03-2002-18S.TEST__012                                                 6",
-          " 1996-06-03-1917-52S.TEST__002                                                 6"]
-    expected = {"Wave": ["1996-06-03-2002-18S.TEST__012", "1996-06-03-1917-52S.TEST__002"]}
-
-    _ret = parser.parse_type_6(test_data)
-    for (k,v) in _ret.items():
-        assert _ret[k] == expected[k]
-
-def test_type_i():
-    test_data = [" ACTION:SPL 08-10-02 10:19 OP:jh   STATUS:               ID:19960603195540     I"]
-    expected = {"Action": "SPL", "Action Extra": {"Date": '2008-10-02T10:19:00', "OP": "jh", "Status": "", "ID":19960603195540}}
-
-    _ret = parser.parse_type_i(test_data)
-    for (k,v) in _ret.items():
-        assert _ret[k] == expected[k]
-
-def test_type_e():
-    test_data =[" GAP=348        2.88     999.9   999.9999.9 -0.1404E+08 -0.3810E+08  0.1205E+09E"]
-    expected = {"Gap": 348, "Origin": 2.88, "Error_lat": 999.9, "Error_long": 999.9, "Error_depth": 999.9, "Cov_xy": -14040000.0, "Cov_xz": -38100000.0, "Cov_yz": 120500000.0}
-
-    _ret = parser.parse_type_e(test_data)
-    for (k,v) in _ret.items():
-        assert _ret[k] == expected[k]
-

utils/crud.py

@@ -0,0 +1,356 @@
+# pyright: basic
+
+from typing import Any
+
+import pandas as pd
+
+pd.set_option("display.max_rows", 500)
+pd.set_option("display.max_columns", 500)
+pd.set_option("display.width", 150)
+
+# -- globals
+
+HEADER_COLS = [
+    "Data",
+    "Distancia",
+    "Tipo Evento",
+    "Latitude",
+    "Longitude",
+    "Profundidade",
+    "Magnitudes",
+]
+TABLE_READ_RET = ["Estacao", "Hora", "Min", "Seg", "Componente", "Amplitude"]
+
+# -- helper funcs
+
+
+def _get_uniques(df: pd.DataFrame) -> pd.DataFrame:
+    """Funcao privada que retorna os eventos unicos, removendo duplicados.
+
+    Mantem o primeiro evento de cada ID unico, removendo entradas com o ID igual
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+
+    Returns:
+        pd.DataFrame: Nova DataFrame com IDs duplicados removidos
+    """
+    return df.get(["ID", "Data", "Regiao"]).drop_duplicates(subset="ID", keep="first")
+
+
+def _show_events(df: pd.DataFrame) -> None:
+    """Funcao privada para print de cada evendo e a respectiva Regiao
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+    """
+    for _, row in df.iterrows():
+        print(f"{row['ID']}: {row['Regiao']}")
+
+
+# -- main
+
+
+def read_ids(df: pd.DataFrame) -> None:
+    """Mostra, por print(), os eventos disponiveis em df.
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+    """
+    ids = _get_uniques(df)
+    _show_events(ids)
+
+
+def get_unique_events_table(df: pd.DataFrame) -> pd.DataFrame:
+    """Retorna uma nova DataFrame com eventos de ID unico.
+
+    Remove, para cada ID unico, os duplicados, mantendo o primeiro.
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+
+    Returns:
+        pd.DataFrame: Nova DataFrame filtrada
+    """
+    return df.drop_duplicates(subset="ID", keep="first")
+
+
+def read_header(df: pd.DataFrame, event_id: int) -> str:
+    """Lê a primeira entrada com ID `event_id`
+
+    Obtém a informação da primeira linha do evento (cabeçalho) e
+    constrói a string formatada "<indice> <nome>: <valor>"
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+        event_id (int): ID do evento
+
+    Returns:
+        str: str com os dados do evento
+    """
+    row = df[df["ID"] == event_id].iloc[0]
+
+    info = []
+    for i, col in enumerate(HEADER_COLS):
+        info.append(f"{i + 1} {col}: {row[col]}")
+
+    infoString = f"Header do evento {event_id}:\n" + "\n".join(info)
+    return infoString
+
+
+def show_table(df: pd.DataFrame, retCols: list[str] = TABLE_READ_RET) -> None:
+    """print() da DataFrame total, filtrada por colunas. Por defeito, faz print
+    de apenas da Estação, HMS, Componente e Amplitude registada
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+        retCols (list[str]): Filtro de colunas a fazer print() (default: `TABLE_READ_RET`)
+    """
+    print(df.loc[:, retCols])
+
+
+def get_table(df: pd.DataFrame, event_id: int) -> pd.DataFrame:
+    """Retorna uma DataFrame apenas com o evento `event_id`
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+        event_id (int): ID do evento
+
+    Returns:
+        pd.DataFrame: Nova DataFrame com todos os dados do evento `event_id`
+    """
+    rows: pd.DataFrame = df[df["ID"] == event_id]  # type: ignore
+    return rows
+
+
+def delete_event(df: pd.DataFrame, event_id: int) -> pd.DataFrame:
+    """Apaga um evento da DataFrame, retornando a DataFrame atualizada
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+        event_id (int): ID do evento a apagar
+
+    Returns:
+        pd.DataFrame: DataFrame sem o evento.
+    """
+    new_df = df.drop(df[df["ID"] == event_id].index)
+    print(f"Evento {event_id} apagado!")
+    return new_df
+
+
+def delete_table_row(df: pd.DataFrame, event_id: int, row_number: int) -> pd.DataFrame:
+    """Apaga uma linha específica relativa ao evento `event_id`
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+        event_id ([type]): [description]
+        row_number ([type]): [description]
+
+    Returns:
+        pd.DataFrame: [description]
+    """
+    matching_indices = df.index[df["ID"] == event_id].tolist()
+
+    first_event_row = matching_indices[0]
+    last_event_row = matching_indices[-1]
+
+    # Garante que não estamos a apagar uma linha que pertence a outro evento
+    if row_number < first_event_row or row_number > last_event_row:
+        print(
+            f"Erro: A posição a apagar, {row_number} está fora do intervalo permitido para o evento {event_id}."
+        )
+        return df
+
+    new_df = df.drop([row_number]).reset_index(drop=True)
+    print(f"Linha {row_number} apagada com sucesso!")
+    return new_df
+
+
+def create_table_row(
+    df: pd.DataFrame, event_id: int, insertion_point: int
+) -> pd.DataFrame:
+    """Insere uma nova linha vazia numa posição específica dentro do evento `event_id`
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+        event_id (int): ID do evento
+        insertion_point (int): [description]
+
+    Returns:
+        tuple: [description]
+    """
+    #
+
+    # Encontra os limites (início e fim) do evento atual
+    matching_indices = df.index[df["ID"] == event_id].tolist()
+
+    first_event_row = matching_indices[0]
+    last_event_row = matching_indices[-1]
+
+    # Valida se o ponto de inserção é válido para este evento
+    if insertion_point < first_event_row or insertion_point > last_event_row + 1:
+        print(
+            f"Erro: A posição de inserção {insertion_point} está fora do intervalo permitido para o evento {event_id}"
+        )
+        return df
+
+    # Cria a nova linha
+    new_row_df = pd.DataFrame(columns=df.columns, index=[0])
+    new_row_df["ID"] = event_id
+    new_row_df = new_row_df.fillna(0)
+    new_row_df = new_row_df.astype(df.dtypes)
+
+    # Parte o dataframe em dois (antes e depois do ponto de inserção) e mete a nova linha no meio
+    df_before = df.iloc[:insertion_point]
+    df_after = df.iloc[insertion_point:]
+
+    new_df = pd.concat([df_before, new_row_df, df_after], ignore_index=True)
+    print(f"Linha inserida com sucesso na posição {insertion_point}")
+
+    return new_df
+
+
+# -- Deprecated
+
+
+def update_header(df, event_id, new_data):
+    """>OBSOLETO<
+
+    Atualiza o cabeçalho de um evento com os novos dados
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+        event_id (int): ID do evento
+        new_data (dict[str, Any]): Novos dados para substituir
+
+    Returns:
+        str: AWK de atualização do cabeçalho
+    """
+    for key, value in new_data.items():
+        if key in df.columns:
+            # Atualiza todas as linhas deste evento (ID == event_id) com o novo valor
+            df.loc[(df["ID"] == event_id) | df.iloc[0], key] = value
+    return f"Header do evento {event_id} atualizado com sucesso."
+
+
+def create_table_row_old(
+    df: pd.DataFrame, event_id: int, row_number_1: int
+) -> pd.DataFrame:
+    """>OBSOLETO<
+
+    Cria uma linha na DataFrame
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+        event_id (int): ID do evento
+        row_number_1 (int): posição livre onde inserir
+
+    Returns:
+        pd.DataFrame: Nova DataFrame
+    """
+    event_rows = df[df["ID"] == event_id]
+    if event_rows.empty:
+        print(f"Erro: Evento com ID {event_id} não encontrado.")
+        return df
+    header_idx: int = event_rows.index[0]  # type: ignore
+    table_size = len(event_rows.index) - 1
+
+    # Validar posição da nova linha
+    if not (1 <= row_number_1 <= table_size + 1):
+        print(
+            f"Erro: Posição {row_number_1} inválida. Evento {event_id} tem {table_size} linha(s) na tabela."
+        )
+        return df
+
+    insertion_point = header_idx + row_number_1
+
+    new_row_df = pd.DataFrame(columns=df.columns, index=[0])
+    new_row_df["ID"] = event_id
+    new_row_df = new_row_df.astype(df.dtypes)
+    df_before = df.iloc[:insertion_point]
+    df_after = df.iloc[insertion_point:]
+
+    new_df = pd.concat([df_before, new_row_df, df_after], ignore_index=True)
+
+    print(f"Linha inserida com sucesso na posição {row_number_1} do evento {event_id}.")
+    return new_df
+
+
+def create_blank_event(df: pd.DataFrame, event_id: int) -> pd.DataFrame:
+    """>OBSOLETO<
+
+    Criano um novo evento com valores vazios
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+        event_id (int): ID do novo evento
+
+    Returns:
+        pd.DataFrame: Nova DataFrame
+    """
+    # Primeiro, avança os IDs de todos os eventos seguintes para arranjar espaço
+    df.loc[df["ID"] >= event_id, "ID"] += 1
+
+    # Cria 2 linhas novas: uma para o cabeçalho e outra vazia para dados
+    blank_row_df = pd.DataFrame(columns=df.columns, index=[0, 1])
+    blank_row_df["ID"] = event_id
+    blank_row_df = blank_row_df.astype(df.dtypes)
+
+    # Junta as novas linhas ao dataframe principal
+    new_df = pd.concat([df, blank_row_df], ignore_index=True)
+    # Ordena por ID para garantir que fica tudo na ordem certa (mergesort é estável)
+    new_df = new_df.sort_values(by="ID", kind="mergesort").reset_index(drop=True)
+
+    return new_df
+
+
+def update_table_row(df: pd.DataFrame, row_line: int, new_data: dict[str, Any]) -> str:
+    """Atualiza uma linha de `df` com novos dados
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+        row_line (int): linha a atualizar
+        new_data (dict[str, Any]): novos dados a substituir na linha
+
+    Returns:
+        str: AWK de atualização da linha
+    """
+    for key, value in new_data.items():
+        if key in df.columns:
+            df.loc[row_line, key] = value
+    return f"Linha {row_line} do evento atualizada com sucesso."
+
+
+def read_table_row(df: pd.DataFrame, event_id: int, row_number_1: int) -> str:
+    """Retorna uma str com todos os valores de uma linha de `df`, relativa ao
+    evento `event_id`.
+
+    Args:
+        df (pd.DataFrame): DataFrame com os dados
+        event_id (int): ID do evento
+        row_number_1 (int): Linha a imprimir
+
+    Returns:
+        str: String formatada com os dados.
+    """
+    # Retorna uma linha específica da tabela de estações
+    # row_number_1 é o índice dado pelo utilizador (começa em 1)
+    # row_number_0 é o índice real da lista (começa em 0)
+    row_number_0 = row_number_1 - 1
+    table = get_table(df, event_id)
+
+    # Verifica se a linha pedida existe dentro das linhas deste evento
+    if row_number_0 < 0 or row_number_0 >= len(table):
+        return f"Linha {row_number_1} não pertence ao evento {event_id}."
+
+    row = table.iloc[row_number_0]
+    cols = list(df.columns)
+
+    # Encontra onde começam as colunas da estação para mostrar apenas os dados relevantes
+    start = cols.index("Estacao")
+    tableCols = cols[start:]
+
+    info = []
+    for i, col in enumerate(tableCols):
+        info.append(f"{i + 1} {col}: {row[col]}")
+    return f"Linha {row_number_1:02d} do evento {event_id}:\n" + "\n".join(info)

utils/dados.txt

@@ -0,0 +1,839 @@
+ 2014  1 5 0332 36.3 LQ 38.433 -28.403  0.0 *AZO 11 0.5 2.8LAZO                1
+ GAP=208        1.45       9.4     4.7  8.3 -0.1953E+02  0.2063E+02 -0.5068E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140105033236     I
+ OP: CVUA-RM/RC                                                                3
+ STATUS: OK    SENTIDO                                                         3
+ SENTIDO: II/III  -Pico: S. Caetano                                            3
+ PUB: NAO                                                                      3
+ WEB: SIM                                                                      3
+ OBS: Por ordem do CT nao foi emitido novo comunicado                          3
+ OBS: Sismo sobreposto                                                         3
+ REGIAO: Pico,VZ14,SZ06,FE95 405                                               3
+     S. Caetano         F  2 +MM                                        AZO    2
+ 2014-01-05-0331-37S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PBOI EZ EP        332 36.87                             102    0.1210 2.48  82 
+ PBOI EZ E         332 37.72                                           2.48  82 
+ PBOI EN E         332 37.73                             101           2.48  82 
+ PCND EZ EP        332 37.04                              96   -0.4310 6.51 308 
+ PCND EN E         332 38.28                              97           6.51 308 
+ PCND EZ  IAML     332 38.42     15553.4 0.30                          6.51 308 
+ PTEI EZ EP        332 37.21                              96   -0.5410 7.99  31 
+ PTEI EN E         332 38.82                              96           7.99  31 
+ PTEI EZ  IAML     332 40.06     16089.8 0.48                          7.99  31 
+ PLGR EZ EP        332 40.80                              59   -0.1310 26.4 311 
+ PLGR EN ES        332 43.64                              59   -0.7710 26.4 311 
+ PCTB EZ EP        332 41.70                              59    0.0410 31.3 290 
+ PCTB EN ES        332 46.87                              59    1.1810 31.3 290 
+ PCTB EZ  IAML     332 48.56       793.4 0.48                          31.3 290 
+ PAMA EZ EP        332 42.17                              59    0.1410 33.6  35 
+ PAMA EN ES        332 46.74                              59    0.3910 33.6  35 
+ PAMA EZ  IAML     332 48.13      1860.1 0.42                          33.6  35 
+ PCUT EE E         332 48.90                                           34.3 309 
+ ROSA BZ EP   9    332 41.30                              59   -0.91 0 34.8  24 
+ ROSA BN ES        332 46.33                              59    0.5810 34.8  24 
+ PTCA EN E         332 48.36                                           38.2 296 
+ PLUZ EN E         332 55.18                                           74.6  30 
+ STGR EZ E         332 48.34                                           79.8  26 
+                                                                                
+ 2014  1 5 0333  4.5 LQ 38.431 -28.405  0.0 *AZO 10 0.4 2.6LAZO 2.6CAZO        1
+ GAP=214        1.01       5.2     3.4  5.0 -0.8103E+01  0.1158E+02 -0.9278E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140105033304     I
+ OP: CVUA-RM/RC                                                                3
+ STATUS: OK    SENTIDO                                                         3
+ SENTIDO: II/III  -Pico: S. Caetano                                            3
+ PUB: NAO                                                                      3
+ WEB: SIM                                                                      3
+ OBS: Por ordem do CT nao foi emitido novo comunicado                          3
+ REGIAO: Pico,VZ14,SZ06,FE95 405                                               3
+     S. Caetano         F  2 +MM                                        AZO    2
+ 2014-01-05-0331-37S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PBOI EZ EP        333  5.10   48                        101    0.1110 2.70  76 
+ PBOI EN E         333  5.94                                           2.70  76 
+ PCND EZ EP        333  5.32   51                         96   -0.3710 6.56 311 
+ PCND EN E         333  6.53                                           6.56 311 
+ PTEI EZ EP        333  5.42   52                         96   -0.5910 8.32  31 
+ PTEI EN ES        333  6.96                              96   -0.1910 8.32  31 
+ PTEI EZ  IAML     333  8.23     13778.4 0.34                          8.32  31 
+ PLGR EZ EP        333  8.99                              59   -0.1510 26.5 312 
+ PLGR EN ES        333 12.45                              59   -0.1810 26.5 312 
+ PLGR EZ  IAML     333 13.67       617.9 0.30                          26.5 312 
+ PCTB EZ EP        333  9.95                              59    0.1010 31.3 291 
+ PCTB EN ES        333 13.85                              59   -0.0310 31.3 291 
+ PAMA EN ES        333 15.36                              59    0.7210 33.9  35 
+ PCUT EN ES        333 14.68                              59   -0.0710 34.4 309 
+ PCUT EZ  IAML     333 16.71       530.5 0.47                          34.4 309 
+ ROSA BN ES   4    333 16.65                              59    1.70 0 35.1  24 
+ PTCA EN ES        333 16.43                              59    0.6610 38.1 297 
+ PTCA EZ  IAML     333 16.98       652.6 0.37                          38.1 297 
+ PLUZ EN E         333 25.77                                           74.9  30 
+ STGR EN E         333 24.54                                           80.2  26 
+                                                                                
+ 2014  1 6 0839 22.5 LQ 38.082 -26.498  0.0 *AZO 19 0.3 2.8LAZO 2.7CAZO        1
+ GAP=199        0.92      16.1    14.1  5.6  0.2263E+03 -0.6104E+02 -0.7019E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140106083922     I
+ OP: CVUA-AR                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa Hirondelle,SZ18,FE95 405                                        3
+ 2014-01-06-0839-02S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ SET4 EZ EP        839 32.92   44                         50   -0.1310 65.6 110 
+ SET4 EZ ES        839 40.72                              50   -0.2310 65.6 110 
+ SET2 EZ EP        839 33.33   41                         50    0.1710 66.2 113 
+ SET2 EZ ES        839 41.05                              50   -0.0910 66.2 113 
+ PFET EZ EP        839 33.07   45                         50   -0.4310 68.9 115 
+ PSAN EZ EP        839 34.49   38                         50    0.4810 72.5 110 
+ PSAN EZ ES        839 42.69                              50    0.0610 72.5 110 
+ FAC  EZ ES        839 44.88                              43    0.1510 82.0 114 
+ PFAV EZ EP        839 35.60   47                         43   -0.1810 86.6 324 
+ PFAV EN IS        839 45.57                              43   -0.1610 86.6 324 
+ PFAV EZ  IAML     839 45.61        78.0 0.28                          86.6 324 
+ PRIB EZ EP        839 35.52   42                         43   -0.4810 88.1 318 
+ PRIB EN ES        839 46.30                              43    0.1910 88.1 318 
+ PRIB EZ  IAML     839 46.91       173.0 0.28                          88.1 318 
+ CML  EZ EP        839 36.79   52                         43    0.5010 90.5 112 
+ CMLA B2 ES   4    839 50.79                              43    3.70 0 92.6 112 
+ PVNV EZ EP        839 36.34   46                         43   -0.4710 94.8 323 
+ PVNV EN ES        839 47.55                              43    0.0210 94.8 323 
+ PVNV EZ  IAML     839 47.85       148.4 0.29                          94.8 323 
+ PMAT EN ES        839 47.10                              43   -0.4810 94.9 108 
+ PMAT EZ  IAML     839 47.62       420.5 0.58                          94.9 108 
+ LFA  EZ EP        839 36.53   52                         43   -0.4510 95.6 111 
+ PPAD EZ EP        839 37.15   49                         43    0.0110 97.3 315 
+ PPAD EN IS        839 48.59                              43    0.4910 97.3 315 
+ PPAD EZ  IAML     839 49.04       149.7 0.25                          97.3 315 
+ PRCH EZ EP        839 37.21   41                         43    0.0210 97.8 113 
+ PRCH EN ES        839 48.28                              43    0.0910 97.8 113 
+ MESC EZ EP        839 37.08   46                         43   -0.2010 97.9 109 
+ MESC EN ES        839 48.14                              43   -0.2110 97.9 109 
+ MESC EZ  IAML     839 48.28       160.4 0.36                          97.9 109 
+ VIF  EN ES        839 48.93                              43    0.0910  100 112 
+ PBIS EN E         839 50.26                                            100 319 
+ ASBA EN ES        839 49.44                              43    0.3210  102 314 
+ PCNG EZ EP        839 37.94   39                         43    0.0510  103 109 
+ PCNG EN ES        839 50.30                              43    0.8810  103 109 
+ MIRA EZ E         839 51.05                                            112 107 
+                                                                                
+ 2014  1 8 2246  5.4 LQ 38.460 -29.065  8.7 *AZO  7 0.1 2.1LAZO 2.0CAZO        1
+ GAP=327        0.40       3.5     3.3  4.2 -0.2535E+01 -0.1768E+01  0.9548E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140108224605     I
+ OP: CVUA-SA/AR                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: WSW Faial,SZ31,FE95 405                                               3
+ 2014-01-08-2245-41S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PTCA EZ EP       2246 10.07   19                         96    0.1710 27.2  59 
+ PTCA EN ES       2246 13.49                              96    0.2210 27.2  59 
+ PTCA EZ  IAML    2246 14.04       389.6 0.16                          27.2  59 
+ PCTB EZ EP       2246 10.14   20                         95   -0.0510 29.3  74 
+ PCTB EN ES       2246 13.80                              95    0.0310 29.3  74 
+ PCTB EZ  IAML    2246 14.63       353.7 0.28                          29.3  74 
+ PCUT EZ EP       2246 11.05   21                         94   -0.0910 36.0  59 
+ PCUT EN ES       2246 15.34                              94   -0.0910 36.0  59 
+ PCUT EZ  IAML    2246 15.76       459.8 0.09                          36.0  59 
+ PLGR EN ES       2246 16.34                              93   -0.2310 40.5  69 
+ PLGR EZ  IAML    2246 16.51       114.5 0.30                          40.5  69 
+ PCND EZ EP       2246 13.44   29                         92   -0.0410 52.6  89 
+ PCND EN ES       2246 19.47                              92   -0.0610 52.6  89 
+ PCND EZ  IAML    2246 19.88        36.3 0.19                          52.6  89 
+ PBOI EZ EP       2246 14.51   29                         64   -0.0210 60.2  92 
+ PBOI EN ES       2246 21.54                              64    0.1710 60.2  92 
+ PBOI EZ  IAML    2246 21.57        43.4 0.16                          60.2  92 
+ PTEI EN E        2246 22.41                                           61.9  86 
+                                                                                
+ 2014  1 9 0607  7.2 LQ 37.714 -26.259  0.0 *AZO 17 0.3 2.1LAZO 2.4CAZO        1
+ GAP=235        0.87       4.9     2.7  3.6  0.9360E+01 -0.1490E+01 -0.5738E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140109060707     I
+ OP: CVUA-IA/AR                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: S Fossa Hirondelle,SZ18,FE95 405                                      3
+ 2014-01-09-0606-43S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ SET2 EZ EP        6 7 14.10   34                         59   -0.2510 42.4  70 
+ SET2 EZ ES        6 7 20.26                              59    0.5510 42.4  70 
+ PFET EZ EP        6 7 14.10   33                         59   -0.3510 43.1  74 
+ PFET EZ ES        6 7 19.81                              59   -0.0610 43.1  74 
+ SET4 EZ EP        6 7 14.08   36                         59   -0.5710 44.3  66 
+ SET4 EZ ES        6 7 20.58                              59    0.3610 44.3  66 
+ PSAN EZ EP        6 7 14.96   36                         59   -0.4810 49.4  72 
+ PSAN EZ ES        6 7 20.98                              59   -0.6310 49.4  72 
+ FAC  EZ EP        6 7 16.25   30                         50    0.1210 54.1  83 
+ FAC  EZ ES        6 7 22.63                              50   -0.1910 54.1  83 
+ CML  EZ EP        6 7 17.38   39                         50   -0.0310 63.2  84 
+ CML  EZ ES        6 7 25.28                              50    0.2210 63.2  84 
+ CMLA B2 ES   4    6 7 24.33                              50   -1.17 0 65.0  85 
+ PVER EN ES        6 7 25.52                              50   -0.2610 66.4  82 
+ PRCH EZ EP        6 7 18.23   34                         50    0.0710 68.7  88 
+ PRCH EN ES        6 7 26.56                              50    0.1910 68.7  88 
+ PRCH EZ  IAML     6 7 27.56       149.5 0.19                          68.7  88 
+ LFA  EZ EP        6 7 18.54   33                         50    0.3110 68.8  84 
+ PMAT EZ EP        6 7 18.33   24                         50   -0.0610 70.4  80 
+ PMAT EN ES        6 7 26.55                              50   -0.2310 70.4  80 
+ PMAT EZ  IAML     6 7 26.62        84.8 0.16                          70.4  80 
+ MESC EN ES        6 7 27.35                              50    0.0010 72.3  83 
+ MESC EZ  IAML     6 7 28.22        30.4 0.19                          72.3  83 
+ VIF  EN ES        6 7 27.75                              50    0.4010 72.4  87 
+ VIF  EZ  IAML     6 7 28.20        43.6 0.25                          72.4  87 
+ PCNG EN ES        6 7 28.88                              43    0.5910 76.4  85 
+ FRA1 EN ES        6 7 29.08                              43    0.0010 80.0  87 
+ FRA1 EZ  IAML     6 7 30.04        47.2 0.24                          80.0  87 
+ PFAV EN ES        6 7 40.40                              43    0.0010  132 327 
+ PFAV EZ  IAML     6 7 41.27        17.2 0.27                           132 327 
+ PRIB EN ES        6 7 40.76                              43    0.1110  133 323 
+ PRIB EZ  IAML     6 7 41.85        25.3 0.28                           133 323 
+ PVNV EN ES        6 7 42.35                              43    0.1610  140 326 
+                                                                                
+ 2014  1 9 1503 59.5 LQ 38.063 -26.236  0.0 *AZO 20 0.3 2.3LAZO 2.7CAZO        1
+ GAP=183        0.83      11.8     9.6  3.7  0.1125E+03 -0.2100E+02 -0.2738E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140109150359     I
+ OP: CVUA-BC/RS                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa Hirondelle,SZ18,FE95 405                                        3
+ 2014-01-09-1503-33S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ SET4 EZ EP       15 4  6.75   53                         59   -0.0610 43.7 118 
+ SET4 EZ ES       15 4 12.56                              59    0.2510 43.7 118 
+ SET2 EZ EP       15 4  7.11                              59    0.1110 44.9 123 
+ PFET EZ EP       15 4  7.36   36                         59   -0.0810 47.8 125 
+ PFET EZ ES       15 4 13.61                              59    0.2010 47.8 125 
+ PSAN EZ EP       15 4  7.63   43                         59   -0.2510 50.6 118 
+ PSAN EZ ES       15 4 14.44                              59    0.2510 50.6 118 
+ CML  EZ EP       15 4 10.11                              50   -0.3210 68.8 118 
+ PVER EN ES       15 4 18.74                              50   -0.1710 70.0 115 
+ CMLA BZ EP   9   15 4  9.53   54                         50   -1.19 0 70.8 118 
+ CMLA B1 ES       15 4 18.27                                    0.3010 70.8 118 
+ PMAT EZ EP       15 4 10.60   44                         50   -0.3610 72.6 112 
+ PMAT EN ES       15 4 19.36                              50   -0.2110 72.6 112 
+ PMAT EZ  IAML    15 4 20.21       258.3 0.17                          72.6 112 
+ LFA  EZ IP       15 4 10.76   54                         50   -0.3910 73.6 116 
+ MESC EZ EP       15 4 10.99   54                         50   -0.4610 75.6 113 
+ MESC EN ES       15 4 20.08                              50   -0.3510 75.6 113 
+ MESC EZ  IAML    15 4 20.34        71.7 0.19                          75.6 113 
+ PRCH EN ES       15 4 20.71                              43    0.2910 76.2 119 
+ VIF  EZ EP       15 4 12.18   44                         43    0.4010 78.4 116 
+ VIF  EN ES       15 4 21.37                              43    0.3610 78.4 116 
+ VIF  EZ  IAML    15 4 22.08        64.5 0.20                          78.4 116 
+ PCNG EN ES       15 4 21.78                              43    0.2610 80.8 114 
+ FRA1 EN ES       15 4 22.94                              43    0.4210 85.4 114 
+ FRA1 EZ  IAML    15 4 23.65        69.7 0.16                          85.4 114 
+ MIRA EZ EP       15 4 12.78   35                         43   -0.4110 89.6 110 
+ MIRA EZ ES       15 4 23.52                              43    0.0410 89.6 110 
+ PFAV EN ES       15 4 26.99                              43    0.6510  103 314 
+ PRIB EE ES       15 4 26.99                              43   -0.0310  106 310 
+ PRIB EZ  IAML    15 4 27.46        63.8 0.14                           106 310 
+ PVNV EN ES       15 4 27.95                              43   -0.2210  112 314 
+ PVNV EZ  IAML    15 4 28.81        33.2 0.19                           112 314 
+ PPAD EN ES       15 4 29.18                              43    0.0410  116 308 
+ PPAD EZ  IAML    15 4 29.49        18.7 0.12                           116 308 
+ ASBA EN ES       15 4 30.19                              43    0.0110  120 308 
+                                                                                
+ 2014  1 9 2224 43.4 LQ 37.442 -24.806  0.7 *AZO 18 0.3 2.9LAZO 3.2CAZO        1
+ GAP=247        0.72       3.5    14.6  9.2  0.4637E+02  0.1281E+03  0.2725E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140109222443     I
+ OP: CVUA-RM                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa da Povoacao,SZ13,FE95 404                                       3
+ 2014-01-09-2224-00S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ MIRA EZ EP       2224 52.17   65                         50   -0.4610 56.5 313 
+ FRA1 EZ EP       2224 53.37   85                         50    0.4710 58.7 305 
+ FRA1 EN ES       2224 59.43                              50   -0.6110 58.7 305 
+ FRA1 EZ  IAML    2225  1.59       391.7 0.23                          58.7 305 
+ PSPR EZ EP       2224 52.91   82                         50   -0.0210 59.1 200 
+ PSPR EN ES       2225  0.33                              50    0.2510 59.1 200 
+ PSPR EZ  IAML    2225  2.73       296.7 0.33                          59.1 200 
+ PVPO EZ EP       2224 53.14   93                         50   -0.2410 62.5 210 
+ PVPO EN ES       2225  0.70                              50   -0.1710 62.5 210 
+ PVPO EZ  IAML    2225  1.00       201.2 0.19                          62.5 210 
+ PCNG EZ EP       2224 53.90   63                         50    0.3410 63.3 305 
+ PCNG EN ES       2225  0.94                              50   -0.2410 63.3 305 
+ PCNG EZ  IAML    2225  3.22       125.7 0.48                          63.3 305 
+ VIF  EZ EP       2224 53.87   82                         50    0.0410 65.3 301 
+ VIF  EN ES       2225  1.85                              50    0.1910 65.3 301 
+ VIF  EZ  IAML    2225  2.96       778.3 0.20                          65.3 301 
+ PRCH EZ EP       2224 53.97   74                         50   -0.1110 67.4 298 
+ PRCH EN ES       2225  2.25                              50    0.1510 67.4 298 
+ PRCH EZ  IAML    2225  3.45       898.9 0.19                          67.4 298 
+ MESC EZ EP       2224 54.12   96                         50   -0.1910 68.6 305 
+ MESC EN ES       2225  2.42                              50   -0.0810 68.6 305 
+ MESC EZ  IAML    2225  4.09       420.2 0.23                          68.6 305 
+ LFA  EZ EP       2224 54.48   86                         50   -0.0310 70.1 302 
+ PMAT EZ EP       2224 54.42   76                         50   -0.2810 71.9 305 
+ PMAT EN ES       2225  3.60                              50    0.4210 71.9 305 
+ PMAT EZ  IAML    2225  4.03       381.7 0.20                          71.9 305 
+ CMLA BZ EP   9   2224 53.80   79                         50   -1.04 0 72.8 300 
+ CMLA B2 ES       2225  2.56                                    0.1810 72.8 300 
+ PVER EZ EP       2224 55.25   76                         50    0.2810 73.9 303 
+ PVER EN ES       2225  3.53                              50   -0.1210 73.9 303 
+ PVER EZ  IAML    2225  4.69       259.7 0.38                          73.9 303 
+ CML  EZ EP       2224 54.98   77                         50   -0.1410 74.8 300 
+ CML  EZ ES       2225  4.11                              50    0.2010 74.8 300 
+ FAC  EZ EP   4   2224 56.89   71                         43    0.75 0 83.1 297 
+ FAC  EZ ES       2225  5.55                              43   -0.1510 83.1 297 
+ PSAN EZ EP       2224 57.50   68                         43    0.1010 93.0 300 
+ PSAN EZ ES       2225  8.31                              43    0.4010 93.0 300 
+ PFET EZ EP       2224 57.99   66                         43    0.1910 96.2 296 
+ PFET EZ ES       2225  8.56                              43   -0.0410 96.2 296 
+ SET2 EZ EP       2224 58.55   70                         43    0.3910 98.9 297 
+ SET2 EZ ES       2225  9.05                              43   -0.1810 98.9 297 
+ SET4 EZ EP       2224 58.16   69                         43   -0.1010 99.9 299 
+ SET4 EZ ES       2225  9.18                              43   -0.2410 99.9 299 
+                                                                                
+ 2014  111 1337 24.9 LQ 37.605 -25.179  6.6 *AZO 14 0.2 2.0LAZO 2.3CAZO        1
+ GAP=317        0.69       4.0     4.5  2.7  0.8869E+01  0.7143E+01  0.6380E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140111133724     I
+ OP: CVUA-IA/RC                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa da Povoacao,SZ13,FE95 405                                       3
+ 2014-01-11-1336-29S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ FRA1 EZ EP       1337 28.15                             104   -0.4910 21.6 315 
+ FRA1 EN ES       1337 31.78                             104    0.3310 21.6 315 
+ FRA1 EZ  IAML    1337 32.57       310.2 0.27                          21.6 315 
+ MIRA EZ IP     C 1337 28.96   30                        104    0.2510 22.0 337 
+ MIRA EZ ES       1337 31.36                             104   -0.2110 22.0 337 
+ PCNG EZ EP       1337 28.85   24                        101   -0.5010 26.3 314 
+ PCNG EN ES       1337 32.76                             101    0.0710 26.3 314 
+ PCNG EZ  IAML    1337 33.38        37.6 0.14                          26.3 314 
+ VIF  EZ EP       1337 29.51   45                        100   -0.0710 27.7 304 
+ VIF  EN ES       1337 33.36                             100    0.2610 27.7 304 
+ VIF  EZ  IAML    1337 34.08       245.8 0.17                          27.7 304 
+ PRCH EZ EP       1337 30.08   29                         63    0.2310 29.8 297 
+ PRCH EN ES       1337 33.42                              63   -0.1510 29.8 297 
+ PRCH EZ  IAML    1337 34.57      1059.5 0.33                          29.8 297 
+ MESC EZ EP       1337 30.30                              63    0.1510 31.4 312 
+ MESC EN ES       1337 34.14                              63    0.0610 31.4 312 
+ MESC EZ  IAML    1337 34.50       194.6 0.14                          31.4 312 
+ LFA  EZ EP       1337 30.59   31                         63    0.2910 32.6 305 
+ PMAT EZ EP       1337 30.62   24                         63    0.0810 34.8 312 
+ PMAT EN ES       1337 34.62                              63   -0.1610 34.8 312 
+ PMAT EZ  IAML    1337 35.76       173.7 0.20                          34.8 312 
+ CMLA B1 ES   4   1337 33.99                              63   -0.90 0 35.1 300 
+ CML  EZ EP       1337 31.16   46                         63    0.2710 37.2 300 
+ CML  EZ ES       1337 35.29                              63   -0.0910 37.2 300 
+ FAC  EZ EP       1337 31.83   39                         63   -0.2010 45.5 295 
+ FAC  EZ ES       1337 36.98                              63   -0.4110 45.5 295 
+ PSAN EZ EP       1337 33.25   30                         63   -0.1710 55.4 300 
+ PSAN EZ ES       1337 40.11                              63    0.2910 55.4 300 
+ PFET EZ E        1337 34.11                                           58.7 294 
+ PFET EZ ES       1337 40.74                              63    0.1310 58.7 294 
+ SET2 EZ EP       1337 34.48   44                         63    0.2210 61.3 296 
+ SET2 EZ ES       1337 41.03                              63   -0.2610 61.3 296 
+ SET4 EZ E        1337 34.58                                           62.3 299 
+ SET4 EZ ES       1337 41.57                              63    0.0810 62.3 299 
+                                                                                
+ 2014  114 0756  0.2 LQ 38.530 -29.435  0.0 *AZO  7 0.1 2.4LAZO 2.3CAZO        1
+ GAP=344        0.36       6.4     8.4  6.1 -0.3015E+02 -0.4733E+02  0.1987E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140114075600     I
+ OP: CVUA-RC                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: W Faial,SZ31,FE95 405                                                 3
+ 2014-01-14-0755-37S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PTCA EZ EP        756  9.49   26                         50    0.1610 55.9  84 
+ PTCA EN ES        756 16.27                              50    0.0610 55.9  84 
+ PTCA EZ  IAML     756 17.45       222.3 0.28                          55.9  84 
+ PCTB EZ EP        756  9.85   31                         50   -0.1010 60.5  90 
+ PCTB EN ES        756 17.15                              50   -0.1410 60.5  90 
+ PCTB EZ  IAML     756 18.81       194.3 0.14                          60.5  90 
+ PCUT EN ES        756 18.19                              50    0.0110 64.0  80 
+ PCUT EZ  IAML     756 18.94       183.6 0.25                          64.0  80 
+ PCND EN ES        756 23.06                              43   -0.0910 85.1  94 
+ PCND EZ  IAML     756 27.57        53.7 0.60                          85.1  94 
+ PBOI EZ EP        756 14.21   33                         43   -0.0710 93.0  96 
+ PBOI EN ES        756 25.00                              43    0.1410 93.0  96 
+ PBOI EZ  IAML     756 26.39        60.8 0.41                          93.0  96 
+ PTEI EN ES        756 25.28                              43    0.1110 94.1  92 
+ ROSA BE ES   4    756 26.52                              43   -1.13 0  106  78 
+ PAMA EE ES        756 28.58                              43   -0.0810  111  81 
+                                                                                
+ 2014  115 0550  8.7 LQ 37.476 -24.668  5.1 *AZO 14 0.3 2.3LAZO 2.1CAZO        1
+ GAP=266        0.71       3.5    17.7 15.4  0.5281E+02  0.2528E+03  0.3904E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140115055008     I
+ OP: CVUA-RS                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa da Povoacao,SZ13,FE95 404                                       3
+ 2014-01-15-0550-00S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ MIRA EZ ES        550 25.51                              63   -0.4510 63.9 303 
+ FRA1 EN E         550 30.95                                           67.3 296 
+ PSPR EZ EP        550 19.20   21                         63    0.1710 67.6 209 
+ PSPR EN ES        550 26.97                              63    0.2010 67.6 209 
+ PSPR EZ  IAML     550 27.68        66.4 0.22                          67.6 209 
+ PCNG EN ES        550 27.49                              53   -0.3110 71.9 297 
+ PVPO EZ EP        550 19.46   22                         53   -0.1610 72.5 217 
+ PVPO EN ES        550 27.44                              53   -0.3710 72.5 217 
+ PVPO EZ  IAML     550 28.05        49.1 0.27                          72.5 217 
+ VIF  EN ES        550 28.87                              53    0.5210 74.4 294 
+ PRCH EN ES        550 28.89                              53    0.0710 77.0 292 
+ PRCH EZ  IAML     550 30.14       115.1 0.37                          77.0 292 
+ MESC EN ES        550 29.09                              53    0.1010 77.1 297 
+ LFA  EZ EP        550 20.58   22                         53    0.0510 79.1 295 
+ PMAT EZ EP        550 20.51                              53   -0.1010 80.3 298 
+ PMAT EZ  IAML     550 29.39        65.1 0.16                          80.3 298 
+ PMAT EN ES        550 29.47                              53   -0.0810 80.3 298 
+ CMLA B2 ES   4    550 30.27                              53    0.31 0 82.1 293 
+ CML  EZ EP        550 21.22   27                         53    0.1210 84.1 293 
+ FAC  EZ ES        550 32.51                              53    0.2410 92.8 291 
+ PSAN EZ E         550 35.07                                            102 294 
+ PFET EZ E         550 36.42                                            106 291 
+                                                                                
+ 2014  115 1021 18.1 LQ 38.714 -29.090  0.1 *AZO  8 0.2 2.0LAZO 2.2CAZO        1
+ GAP=329        0.46       3.9     6.1  4.6  0.1389E+02 -0.2205E+02 -0.7152E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140115102118     I
+ OP: CVUA-AR                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: W Faial,SZ31,FE95 405                                                 3
+ 2014-01-15-1020-46S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PTCA EZ IP     D 1021 23.13   40                         59   -0.0310 29.3 119 
+ PTCA EN IS       1021 27.00                              59    0.0410 29.3 119 
+ PTCA EZ  IAML    1021 27.21       150.9 0.13                          29.3 119 
+ PCUT EZ EP       1021 23.88   27                         59   -0.0810 34.4 106 
+ PCUT EN IS       1021 28.25                              59   -0.1110 34.4 106 
+ PCUT EZ  IAML    1021 28.70       388.3 0.11                          34.4 106 
+ PCTB EZ EP       1021 24.00   23                         59   -0.2910 36.6 124 
+ PCTB EN ES       1021 29.13                              59    0.1910 36.6 124 
+ PLGR EZ EP       1021 25.31   36                         59    0.1110 42.2 109 
+ PLGR EN ES       1021 30.62                              59    0.0910 42.2 109 
+ PLGR EZ  IAML    1021 30.98        60.7 0.10                          42.2 109 
+ PCND EN E        1021 36.15                                           61.1 116 
+ PTEI EZ  IAML    1021 37.04        28.2 0.18                          68.4 111 
+ PTEI EN ES       1021 37.09                              50   -0.1910 68.4 111 
+ PBOI EN ES       1021 37.55                              50    0.0610 69.5 116 
+ PBOI EZ  IAML    1021 37.87        26.2 0.11                          69.5 116 
+ ROSA BN ES   4   1021 36.96                              50   -1.53 0 73.8  89 
+ PAMA EZ EP       1021 30.74                              43    0.2710 79.3  92 
+ PAMA EN ES       1021 39.68                              43   -0.0710 79.3  92 
+ PAMA EZ  IAML    1021 40.35        86.0 0.24                          79.3  92 
+                                                                                
+ 2014  115 1037 53.7 LQ 39.126 -28.466 10.6 *AZO 12 0.3 2.6LAZO 2.6CAZO        1
+ GAP=251        0.90      13.1     4.6 21.8  0.3363E+02  0.7146E+02  0.2738E+03E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140115103753     I
+ OP: CVUA-AR                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: W Graciosa,SZ27,FE95 405                                              3
+ 2014-01-15-1036-47S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PVIA EZ EP       1037 59.24   30                         97   -0.1610 36.1 100 
+ PVIA EN IS       1038  3.84                              97    0.1410 36.1 100 
+ PVIA EZ  IAML    1038  4.13        97.3 0.23                          36.1 100 
+ STGR EZ EP       1037 59.80   36                         96   -0.2110 40.5  97 
+ STGR EN ES       1038  4.28                              96   -0.4910 40.5  97 
+ STGR EZ  IAML    1038  4.91       426.1 0.28                          40.5  97 
+ PLUZ EZ EP       1038  1.00   35                         95    0.5010 44.0 106 
+ PLUZ EN ES       1038  5.71                              95    0.0910 44.0 106 
+ PLUZ EZ  IAML    1038  6.67       342.2 0.31                          44.0 106 
+ ROSA BN ES   4   1038  5.17                              94   -1.73 0 49.1 157 
+ PAMA EZ EP       1038  2.27   57                         64    0.2110 55.4 153 
+ PAMA EN ES       1038  8.20                              64   -0.1510 55.4 153 
+ PAMA EZ  IAML    1038  8.31        89.6 0.08                          55.4 153 
+ PCUT EZ IP     D 1038  2.39   33                         64   -0.1410 59.3 201 
+ PCUT EN IS       1038  9.41                              64    0.2310 59.3 201 
+ PCUT EZ  IAML    1038  9.57       309.6 0.24                          59.3 201 
+ PLGR EZ IP     C 1038  2.56   43                         64   -0.2210 61.0 194 
+ PLGR EN IS       1038  9.65                              64    0.0310 61.0 194 
+ PLGR EZ  IAML    1038 10.58      1597.1 0.22                          61.0 194 
+ PTCA EZ EP       1038  3.38   45                         64   -0.0610 66.5 206 
+ PTCA EN ES       1038 10.18                              64   -0.5810 66.5 206 
+ PTCA EZ  IAML    1038 10.43       196.8 0.26                          66.5 206 
+ PCTB EZ EP       1038  3.70   30                         64   -0.1910 70.3 200 
+ PCTB EN ES       1038 12.09                              64    0.5410 70.3 200 
+ PCTB EZ  IAML    1038 12.53       202.5 0.46                          70.3 200 
+ PTEI EZ EP       1038  4.43   43                         64    0.4110 70.6 172 
+ PTEI EN ES       1038 12.19                              64    0.4010 70.6 172 
+ PTEI EZ  IAML    1038 12.56        81.7 0.43                          70.6 172 
+ PCND EZ EP       1038  4.29   55                         64    0.0110 72.9 180 
+ PCND EZ  IAML    1038 11.39       255.3 0.40                          72.9 180 
+ PCND EN ES       1038 11.69                              64   -0.5510 72.9 180 
+ PBOI EZ EP       1038  5.17   58                         64    0.4010 76.9 174 
+ PBOI EN ES       1038 12.70                              64   -0.4010 76.9 174 
+ PBOI EZ  IAML    1038 13.27        56.8 0.11                          76.9 174 
+ PIED EZ ES       1038 15.25                              64    0.1810 86.2 155 
+                                                                                
+ 2014  121 0321 25.9 LQ 38.637 -29.115  7.2 *AZO  7 0.1 2.1LAZO 2.3CAZO        1
+ GAP=338        0.37       4.4     5.2  4.9  0.5891E-02 -0.1925E+02  0.1545E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140121032125     I
+ OP: CVUA-IA/AR                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: W Faial,SZ31,FE95 405                                                 3
+ 2014-01-21-0321-03S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PTCA EZ IP     D  321 30.77   33                         63    0.1110 28.3 102 
+ PTCA EN ES        321 34.29                              63    0.1010 28.3 102 
+ PTCA EZ  IAML     321 34.99       143.3 0.23                          28.3 102 
+ PCUT EN ES        321 35.95                              63    0.0810 35.2  92 
+ PCUT EZ  IAML     321 36.47       467.4 0.39                          35.2  92 
+ PLGR EZ EP        321 32.57   34                         63   -0.0810 42.4  97 
+ PLGR EN ES        321 37.45                              63   -0.2210 42.4  97 
+ PLGR EZ  IAML     321 38.11        68.7 0.25                          42.4  97 
+ PCND EZ EP        321 35.04   32                         63   -0.0410 59.8 108 
+ PCND EN ES        321 41.98                              63    0.0510 59.8 108 
+ PCND EZ  IAML     321 42.46        63.1 0.39                          59.8 108 
+ PTEI EZ E         321 37.76                                           67.9 103 
+ PTEI EN ES        321 43.75                              53   -0.1310 67.9 103 
+ PBOI EN ES        321 43.94                              53    0.0610 68.2 109 
+ ROSA BN ES   4    321 44.37                              53   -1.28 0 76.5  83 
+ PAMA EN ES        321 46.82                              53    0.0710 81.5  86 
+ PAMA EZ  IAML     321 47.72       103.4 0.25                          81.5  86 
+                                                                                
+ 2014  122 0737  8.6 LQ 36.996 -24.214 17.4 *AZO 15 0.2 2.8LAZO 3.0CAZO        1
+ GAP=312        0.64       5.2    11.8159.4  0.5013E+02 -0.1735E+04 -0.7225E+03E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140122073708     I
+ OP: CVUA-SA/RC                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Falha Gloria,SZ11,FE95 404                                            3
+ 2014-01-22-0737-01S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PSPR EZ IP     C  737 19.34   60                         94    0.2610 73.4 266 
+ PSPR EN ES        737 26.83                              94   -0.0810 73.4 266 
+ PSPR EZ  IAML     737 28.09       233.0 0.27                          73.4 266 
+ PVPO EZ IP     C  737 20.43   64                         93    0.0010 84.4 267 
+ PVPO EN ES        737 29.21                              93   -0.0610 84.4 267 
+ PVPO EZ  IAML     737 29.84        73.6 0.23                          84.4 267 
+ MIRA EZ EP        737 25.79   49                         92   -0.2710  129 313 
+ MIRA EZ ES        737 38.84                              92   -0.2810  129 313 
+ FRA1 EN E         737 39.88                                            131 310 
+ PCNG EN E         737 41.52                                            135 310 
+ VIF  EZ EP        737 26.85   49                         92   -0.1910  137 308 
+ VIF  EN ES        737 40.80                              92   -0.0410  137 308 
+ VIF  EZ  IAML     737 40.89        40.7 0.28                           137 308 
+ PRCH EN ES        737 40.90                              92   -0.2210  139 306 
+ PRCH EZ  IAML     737 41.93       248.5 0.34                           139 306 
+ MESC EZ EP        737 27.56   50                         92    0.0410  140 309 
+ MESC EN ES        737 42.01                              92    0.3310  140 309 
+ MESC EZ  IAML     737 43.14        45.2 0.66                           140 309 
+ LFA  EZ EP        737 27.61   54                         92   -0.0510  142 308 
+ PMAT EN ES        737 42.78                              92    0.5010  144 310 
+ PVER EN ES        737 42.62                              92   -0.0110  146 308 
+ CML  EZ EP        737 28.14   49                         92   -0.0110  146 307 
+ CML  EZ ES        737 42.92                              92    0.1410  146 307 
+ FAC  EZ ES        737 44.63                              91    0.1810  154 305 
+ PSAN EZ EP        737 30.65   50                         91    0.2310  164 306 
+ PFET EZ ES        737 46.85                              91   -0.4510  167 304 
+                                                                                
+ 2014  122 1156  3.1 LQ 38.028 -25.812  0.0 *AZO 22 0.3 2.4LAZO 2.4CAZO        1
+ GAP=174        0.84       2.0     2.3  3.1  0.2948E+01 -0.1306E+00 -0.2479E+01E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140122115603     I
+ OP: CVUA-RC/RS                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa Hirondelle,SZ18,FE95 405                                        3
+ 2014-01-22-1155-18S_SWARM.SEI                                                 6
+ 2014-01-22-1156-01S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ SET4 EZ EP       1156  6.43   36                         91    0.2310 17.0 176 
+ SET4 EZ ES       1156  8.83                              91    0.3010 17.0 176 
+ SET2 EZ ES       1156  8.96                              59   -0.6410 20.5 179 
+ PSAN EZ EP       1156  6.93   32                         59    0.0410 21.0 159 
+ PSAN EZ ES       1156 10.19                              59    0.4610 21.0 159 
+ PFET EZ IP     C 1156  7.07   34                         59   -0.1810 23.4 175 
+ PFET EZ ES       1156 10.19                              59   -0.1810 23.4 175 
+ FAC  EZ EP       1156  8.64   40                         59    0.1210 31.6 153 
+ FAC  EZ ES       1156 12.82                              59    0.2410 31.6 153 
+ PVER EN ES       1156 14.26                              59    0.3110 36.6 134 
+ PVER EZ  IAML    1156 15.61       353.0 0.42                          36.6 134 
+ CML  EZ EP       1156  9.11   51                         59   -0.2410 36.8 140 
+ CML  EZ ES       1156 14.06                              59    0.0210 36.8 140 
+ PMAT EZ IP     C 1156  9.46   47                         59   -0.0810 38.1 128 
+ PMAT EN ES       1156 14.72                              59    0.3510 38.1 128 
+ PMAT EZ  IAML    1156 15.90       599.4 0.39                          38.1 128 
+ LFA  EZ IP     C 1156  9.70                              59   -0.2510 40.4 134 
+ MESC EZ IP     C 1156  9.90   40                         59   -0.2110 41.4 129 
+ MESC EN ES       1156 15.66                              59    0.2910 41.4 129 
+ MESC EZ  IAML    1156 16.40       215.4 0.44                          41.4 129 
+ PRCH EZ EP       1156 10.19   38                         59   -0.3110 44.3 139 
+ PRCH EN ES       1156 15.63                              59   -0.4310 44.3 139 
+ PRCH EZ  IAML    1156 16.98       800.4 0.27                          44.3 139 
+ VIF  EZ EP       1156 10.69   37                         59   -0.0210 45.3 134 
+ VIF  EN ES       1156 16.33                              59   -0.0910 45.3 134 
+ VIF  EZ  IAML    1156 17.18       160.3 0.20                          45.3 134 
+ PCNG EN ES       1156 17.03                              59    0.2610 46.6 128 
+ MIRA EZ EP       1156 11.66                              50   -0.4110 54.0 120 
+ MIRA EZ E        1156 17.57                                           54.0 120 
+ PVPO EE E        1156 35.01                                            132 154 
+ PFAV EZ E        1156 40.37                                            135 305 
+ PRIB EN ES       1156 37.29                              43   -0.4910  139 301 
+ PSPR EE E        1156 37.06                                            139 150 
+ PVNV EN ES       1156 38.91                              43    0.2810  143 305 
+ PPAD EN ES       1156 40.12                              43    0.1310  149 301 
+ PBIS EN E        1156 40.31                                            150 303 
+ ASBA EN ES       1156 41.53                              43    0.4910  153 301 
+                                                                                
+ 2014  123 0244 55.0 LQ 38.098 -26.435  0.0 *AZO 16 0.2 2.2LAZO 2.5CAZO        1
+ GAP=193        0.67      12.7    11.0  3.5  0.1387E+03 -0.2793E+02 -0.3228E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140123024455     I
+ OP: CVUA-AP/RS                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: Fossa Hirondelle,SZ18,FE95 405                                        3
+ 2014-01-23-0244-46S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ SET4 EZ EP        245  4.66   35                         50   -0.2110 61.1 114 
+ SET4 EZ ES        245 12.24                              50   -0.0610 61.1 114 
+ SET2 EZ EP        245  4.95   33                         50   -0.0610 62.0 117 
+ SET2 EZ ES        245 12.89                              50    0.3510 62.0 117 
+ PFET EZ EP        245  5.12   36                         50   -0.2510 64.7 119 
+ PFET EZ ES        245 13.66                              50    0.4910 64.7 119 
+ PSAN EZ EP        245  5.74   34                         50   -0.0910 68.0 114 
+ PSAN EZ ES        245 13.87                              50   -0.1210 68.0 114 
+ FAC  EZ EP        245  7.43   33                         43    0.3010 77.8 117 
+ FAC  EZ ES        245 16.00                              43   -0.2510 77.8 117 
+ CML  EZ EP        245  8.04   30                         43   -0.1510 86.1 115 
+ CML  EZ ES        245 17.88                              43   -0.2210 86.1 115 
+ PVER EZ EP        245  8.21   33                         43   -0.1310 87.5 112 
+ PVER EN ES        245 18.50                              43    0.1310 87.5 112 
+ PVER EZ  IAML     245 19.46        36.1 0.33                          87.5 112 
+ CMLA BZ EP   9    245  7.46   34                         43   -0.99 0 88.2 115 
+ CMLA B2 ES        245 17.72                                    0.1410 88.2 115 
+ PMAT EZ EP        245  8.54   37                         43   -0.1610 90.3 110 
+ PMAT EN ES        245 19.16                              43    0.1610 90.3 110 
+ PRIB EZ EP        245  8.67   31                         43   -0.0910 90.6 315 
+ PRIB EN ES        245 19.03                              43   -0.0810 90.6 315 
+ PRIB EZ  IAML     245 19.52       107.9 0.11                          90.6 315 
+ LFA  EZ EP        245  8.47   32                         43   -0.3910 91.1 113 
+ LFA  EZ ES        245 19.58                              43    0.3010 91.1 113 
+ MESC EZ EP        245  8.90   34                         43   -0.2510 93.3 111 
+ MESC EN ES        245 19.81                              43    0.0310 93.3 111 
+ MESC EZ  IAML     245 20.14        22.7 0.56                          93.3 111 
+ PRCH EN ES        245 19.89                              43    0.2010 93.4 116 
+ PVNV EZ EP        245  9.30   34                         43   -0.2210 96.9 320 
+ PVNV EN ES        245 20.23                              43   -0.2110 96.9 320 
+ PVNV EZ  IAML     245 21.15        56.3 0.09                          96.9 320 
+ PPAD EZ EP        245 10.42   30                         43    0.4810  100 312 
+ PPAD EN ES        245 21.42                              43    0.2610  100 312 
+ PPAD EZ  IAML     245 22.29        22.1 0.25                           100 312 
+ ASBA EN ES        245 22.43                              43    0.2410  104 312 
+ ASBA EZ  IAML     245 24.22        31.4 0.09                           104 312 
+                                                                                
+ 2014  123 0949 25.0 LQ 37.229 -24.555 33.9 *AZO 14 0.3 2.6LAZO 2.8CAZO        1
+ GAP=279        0.93       5.9    18.7 31.3  0.9577E+02 -0.5305E+03 -0.1659E+03E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140123094925     I
+ OP: CVUA-IA/RS                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: E Ilheus das Formigas,SZ13,FE95 404                                   3
+ 2014-01-23-0949-09S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PSPR EZ IP     C  949 33.50   53                        118   -0.0810 53.3 233 
+ PSPR EN ES        949 40.44                             118    0.4310 53.3 233 
+ PSPR EZ  IAML     949 41.13       181.0 0.17                          53.3 233 
+ PVPO EZ IP     C  949 34.21   48                        114   -0.3010 61.8 241 
+ PVPO EN ES        949 41.36                             114   -0.2810 61.8 241 
+ PVPO EZ  IAML     949 42.41        53.2 0.36                          61.8 241 
+ MIRA EZ EP        949 37.27   40                        106   -0.5310 88.9 314 
+ MIRA EZ ES        949 46.77                             106   -0.6210 88.9 314 
+ FRA1 EN ES        949 47.83                             106    0.1210 90.7 309 
+ PCNG EN ES        949 49.10                             105    0.4010 95.3 309 
+ VIF  EZ EP        949 39.08   48                        105    0.3310 96.9 307 
+ VIF  EN ES        949 49.36                             105    0.3010 96.9 307 
+ VIF  EZ  IAML     949 49.60        65.6 0.38                          96.9 307 
+ PRCH EZ EP        949 39.15   58                        104    0.2310 98.8 304 
+ PRCH EN ES        949 49.15                             104   -0.1910 98.8 304 
+ PRCH EZ  IAML     949 49.98       171.3 0.23                          98.8 304 
+ MESC EZ EP        949 39.31   46                        104    0.1010  101 309 
+ MESC EN ES        949 50.24                             104    0.3810  101 309 
+ MESC EZ  IAML     949 50.79        71.9 0.45                           101 309 
+ LFA  EZ EP        949 39.59   53                        104    0.2410  102 307 
+ LFA  EZ ES        949 49.83                             104   -0.2810  102 307 
+ PMAT EN ES        949 50.73                             103    0.2910  104 309 
+ PMAT EZ  IAML     949 51.41        87.4 0.25                           104 309 
+ CMLA B2 ES   4    949 48.90                             103   -1.62 0  104 305 
+ CML  EZ EP        949 39.87   47                        103    0.0310  106 305 
+ CML  EZ ES        949 50.38                             103   -0.5710  106 305 
+ FAC  EZ E         949 52.85                                            114 302 
+ PSAN EZ ES   4    949 55.79                             101    0.94 0  124 304 
+ PFET EZ E         949 53.55                                            127 301 
+ SET2 EZ E         949 47.07                                            130 302 
+                                                                                
+ 2014  126 0117 25.6 LQ 38.334 -26.843  8.1 *AZO 19 0.4 2.2LAZO 2.0CAZO        1
+ GAP=195        1.17      10.7    12.6 10.1  0.1311E+03 -0.6700E+02 -0.4421E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140126011725     I
+ OP: CVUA-RC                                                                   3
+ STATUS: OK                                                                    3
+ PUB: NAO                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: SE Terceira,SZ20,FE95 405                                             3
+ 2014-01-26-0116-58S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PFAV EZ EP        117 32.38   22                         63   -0.4010 46.9 333 
+ PFAV EN ES        117 38.64                              63    0.4410 46.9 333 
+ PFAV EZ  IAML     117 40.88        74.8 0.09                          46.9 333 
+ PRIB EZ EP        117 32.74   23                         63   -0.1310 47.3 323 
+ PRIB EN ES        117 38.73                              63    0.3910 47.3 323 
+ PRIB EZ  IAML     117 39.35       173.9 0.16                          47.3 323 
+ PVNV EZ EP        117 33.38   23                         63   -0.5110 54.8 330 
+ PVNV EN ES        117 39.93                              63   -0.2010 54.8 330 
+ PVNV EZ  IAML     117 42.88        77.9 0.14                          54.8 330 
+ PPAD EZ EP        117 33.54   22                         63   -0.5610 56.2 317 
+ PPAD EN ES        117 40.81                              63    0.3210 56.2 317 
+ PPAD EZ  IAML     117 42.64       260.5 0.19                          56.2 317 
+ PBIS EN ES        117 41.19                              63   -0.1110 59.4 323 
+ PBIS EZ  IAML     117 42.34       107.8 0.17                          59.4 323 
+ ASBA EZ EP        117 34.45                              63   -0.2810 60.5 315 
+ ASBA EN ES        117 41.79                              63    0.1910 60.5 315 
+ ASBA EZ  IAML     117 43.42       125.9 0.31                          60.5 315 
+ SET4 EZ ES        117 51.18                              53   -0.1410  105 119 
+ PIED EZ E         117 44.70                                            106 275 
+ SET2 EZ ES        117 51.74                              53    0.1410  106 121 
+ PFET EZ E         117 42.09                                            109 121 
+ PSAN EZ ES        117 52.50                              53   -0.3310  112 118 
+ FAC  EZ ES        117 54.86                              53   -0.1210  122 120 
+ PVER EE E         117 57.41                                            131 117 
+ PMAT EN ES        117 57.31                              53   -0.2310  133 115 
+ LFA  EZ EP        117 44.80                              53    0.7510  135 117 
+ MESC EN ES        117 57.87                              53   -0.4810  136 116 
+ PRCH EN E         117 59.16                                            137 119 
+ VIF  EE E         118  1.08                                            139 117 
+ MIRA EZ EP        117 47.14                              53    1.1410  150 113 
+ MIRA EZ ES        118  1.43                              53    0.1110  150 113 
+                                                                                
+ 2014  126 0117 49.3 LQ 38.314 -26.853  1.0 *AZO 21 0.3 2.5LAZO 2.6CAZO        1
+ GAP=197        0.86       6.8     8.2  3.9  0.5466E+02 -0.1542E+02 -0.1079E+02E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140126011749     I
+ OP: CVUA-RC                                                                   3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: SE Terceira,SZ20,FE95 405                                             3
+ 2014-01-26-0116-58S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PFAV EZ EP        117 57.55   41                         59    0.2610 48.5 335 
+ PFAV EE ES        118  3.60                              59    0.3310 48.5 335 
+ PFAV EZ  IAML     118  4.31       172.0 0.16                          48.5 335 
+ PRIB EZ EP        117 57.69   50                         59    0.3710 48.6 325 
+ PRIB EN ES        118  3.41                              59    0.0910 48.6 325 
+ PRIB EZ  IAML     118  4.20       304.6 0.16                          48.6 325 
+ PVNV EZ EP        117 58.03   48                         50   -0.4010 56.4 332 
+ PVNV EN ES        118  4.75                              50   -0.5110 56.4 332 
+ PVNV EZ  IAML     118  7.34       137.1 0.17                          56.4 332 
+ PPAD EZ IP     C  117 58.45   40                         50   -0.1210 57.3 319 
+ PPAD EN ES        118  5.56                              50    0.0510 57.3 319 
+ PPAD EZ  IAML     118  8.34       373.2 0.16                          57.3 319 
+ PBIS EN ES        118  6.23                              50   -0.1510 60.7 325 
+ PBIS EZ  IAML     118  8.64       155.8 0.19                          60.7 325 
+ ASBA EN ES        118  6.77                              50    0.1710 61.5 317 
+ ASBA EZ  IAML     118  8.69       272.3 0.19                          61.5 317 
+ SET4 EZ EP        118  4.62   36                         43   -0.1110  104 117 
+ SET4 EZ ES        118 16.40                              43    0.1210  104 117 
+ PIED EZ E         118  9.73                                            106 277 
+ SET2 EZ EP        118  4.98   42                         43    0.1110  106 119 
+ SET2 EZ ES        118 16.43                              43   -0.1110  106 119 
+ PFET EZ EP        118  5.39   29                         43    0.1910  108 120 
+ PFET EZ ES        118 17.38                              43    0.2610  108 120 
+ PSAN EZ EP        118  5.48   30                         43   -0.1110  111 117 
+ PSAN EZ ES        118 17.05                              43   -0.7410  111 117 
+ FAC  EZ ES        118 20.42                              43    0.5010  121 119 
+ CML  EZ ES        118 22.33                              43    0.6010  130 117 
+ PVER EN ES        118 21.72                              43   -0.2310  131 116 
+ PVER EZ  IAML     118 23.02        59.4 0.42                           131 116 
+ PMAT EN ES        118 22.94                              43    0.4210  133 114 
+ PMAT EZ  IAML     118 24.45        47.4 0.16                           133 114 
+ LFA  EZ EP        118  8.50   41                         43    0.0010  134 116 
+ MESC EZ EP        118  8.55   36                         43   -0.2110  136 115 
+ MESC EN ES        118 23.11                              43   -0.2210  136 115 
+ PRCH EE ES        118 22.97                              43   -0.3610  137 118 
+ VIF  EN ES        118 24.06                              43    0.1410  139 116 
+ PCNG EN E         118 25.51                                            142 115 
+ MIRA EZ EP        118 10.16   39                         43   -0.3110  150 112 
+                                                                                
+ 2014  127 1050 49.6 RQ 39.424 -29.951 10.6 *AZO 16 0.3 3.3LAZO 3.4CAZO        1
+ GAP=330        0.86      69.5   171.5302.4 -0.1183E+05 -0.5180E+05  0.2093E+05E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140127105049     I
+ OP: CVUA-BC/RS                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ OBS: Sismo sem qualidade para calculo MW                                      3
+ REGIAO: Crista Media Atlantica,SZ32,FE95 405                                  3
+ 2014-01-27-1050-32S_SWARM.SEI                                                 6
+ 2014-01-27-1050-33S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PTCA EZ EP       1051  8.05   48                         64   -0.1210  137 133 
+ PCUT EN E        1051 22.08                                            139 129 
+ PCTB EN ES       1051 24.04                              64    0.3210  144 133 
+ PLGR EZ EP       1051  9.18   51                         64   -0.3210  147 129 
+ PLGR EN ES       1051 23.50                              64   -0.8910  147 129 
+ PLGR EZ  IAML    1051 25.05       310.0 0.28                           147 129 
+ PCND EZ EP       1051 12.06   82                         64    0.0510  167 129 
+ PCND EN ES       1051 28.72                              64   -0.0710  167 129 
+ ROSA BZ EP   9   1051 10.64   71                         64   -1.37 0  167 117 
+ ROSA BN ES       1051 27.64                                    0.2210  167 117 
+ PCND EZ  IAML    1051 30.10       115.6 0.26                           167 129 
+ PVIA EE ES       1051 28.76                              64   -0.1810  168 103 
+ PTEI EZ EP       1051 12.68   66                         64   -0.0310  172 126 
+ PTEI EZ  IAML    1051 32.57       227.7 0.59                           172 126 
+ STGR EN E        1051 28.60                                            172 102 
+ PTEI EN ES       1051 30.20                              64    0.1810  172 126 
+ PAMA EZ E        1051 17.05                                            174 118 
+ PBOI EZ EP       1051 13.25   72                         64    0.2310  175 128 
+ PBOI EN ES       1051 31.06                              64    0.5010  175 128 
+ PBOI EZ  IAML    1051 32.34        79.8 0.28                           175 128 
+ PLUZ EE E        1051 29.98                                            176 104 
+ PPAD EZ EP       1051 21.80                              64    0.1910  244 108 
+ PVNV EZ EP       1051 22.72   49                         64    0.0610  253 106 
+ PRIB EZ EP       1051 22.77   50                         64   -0.1510  255 108 
+ PFAV EZ EP       1051 23.86   57                         64    0.2410  260 107 
+                                                                                
+ 2014  129 1950 45.0 LQ 37.276 -24.604  0.0 *AZO 12 0.3 2.2LAZO 2.6CAZO        1
+ GAP=272        0.94       4.5    42.0 27.5 -0.1606E+03  0.1136E+04 -0.1079E+03E
+ ACTION:UPD 24-11-22 11:01 OP:RS   STATUS:               ID:20140129195045     I
+ OP: CVUA-BC/AR                                                                3
+ STATUS: OK                                                                    3
+ PUB: EPI                                                                      3
+ WEB: SIM                                                                      3
+ REGIAO: E Ilheus das Formigas,SZ10,FE95 404                                   3
+ 2014-01-29-1950-17S_SWARM.SEI                                                 6
+ STAT SP IPHASW D HRMM SECON CODA AMPLIT PERI AZIMU VELO AIN AR TRES W  DIS CAZ7
+ PSPR EZ IP     C 1950 53.77   48                         50   -0.0210 53.3 226 
+ PSPR EE ES       1951  0.94                              50    0.5410 53.3 226 
+ PSPR EZ  IAML    1951  1.45        70.6 0.14                          53.3 226 
+ PVPO EZ EP       1950 54.42   44                         50   -0.4010 60.9 234 
+ PVPO EN ES       1951  1.85                              50   -0.3610 60.9 234 
+ PVPO EZ  IAML    1951  2.72        36.4 0.12                          60.9 234 
+ MIRA EZ ES       1951  6.99                              43   -0.3810 82.2 314 
+ FRA1 EZ EP       1950 57.55   30                         43   -0.4210 84.1 308 
+ FRA1 EN ES       1951  7.73                              43    0.0110 84.1 308 
+ PCNG EN E        1951  9.55                                           88.7 308 
+ VIF  EN ES       1951  9.55                              43    0.4210 90.4 305 
+ PRCH EZ EP       1950 59.47   34                         43    0.5110 92.3 303 
+ PRCH EN ES       1951  9.38                              43   -0.0710 92.3 303 
+ PRCH EZ  IAML    1951 10.33       143.0 0.31                          92.3 303 
+ MESC EZ EP       1950 59.46   45                         43    0.2110 94.0 308 
+ MESC EN ES       1951 10.38                              43    0.4310 94.0 308 
+ LFA  EZ EP       1950 59.65   43                         43    0.2510 95.3 306 
+ LFA  EZ E        1951  9.51                                           95.3 306 
+ PMAT EN ES       1951 10.46                              43   -0.0810 97.3 308 
+ CMLA B2 ES   4   1951  9.71                              43   -0.95 0 97.7 304 
+ CML  EZ EP       1950 59.67   45                         43   -0.2310 99.8 304 
+ CML  EZ ES       1951 10.69                              43   -0.4110 99.8 304 
+ FAC  EZ E        1951 13.79                                            108 301 
+                                                                                

utils/filters.py

@@ -0,0 +1,193 @@
+import os
+import sys
+from datetime import datetime
+
+import pandas as pd
+
+
+def filter_by_date(df: pd.DataFrame, start_date: str, end_date: str) -> pd.DataFrame:
+    """Retorna uma nova DataFrame filtrada por datas de inicio e fim
+
+    Args:
+        df (pd.DataFrame): DataFrame a filtrar
+        start_date (str): data de inicio, em formato ISO
+        end_date (str): data de fim, em formato ISO
+
+    Returns:
+        pd.DataFrame: DataFrame filtrada
+    """
+    # FIX: filtragem por datas usando datetime
+    mask = (df["Data"] >= start_date) & (df["Data"] <= end_date)
+    return df.loc[mask]
+
+
+def filter_by_depth(
+    df: pd.DataFrame, min_depth: float, max_depth: float
+) -> pd.DataFrame:
+    """Retorna uma nova DataFrame, filtrada entre um intervalo de profundidades
+
+    Args:
+        df (pd.DataFrame): DataFrame a filtrar
+        min_depth (float): profundidade minima
+        max_depth (float): profundidade maxima
+
+    Returns:
+        pd.DataFrame: DataFrame filtrada
+    """
+    mask = (df["Profundidade"] >= min_depth) & (df["Profundidade"] <= max_depth)
+    return df.loc[mask]
+
+
+def filter_by_magnitude(
+    df: pd.DataFrame, min_mag: float, max_mag: float, mag_type: str = "L"
+) -> pd.DataFrame:
+    """Retorna uma nova DataFrame, filtrada entre um intervalo de magnitudes.
+
+    [description]
+
+    Args:
+        df (pd.DataFrame): DataFrame a filtrar
+        min_mag (float): magnitude minima
+        max_mag (float): magnitude maxima
+        mag_type (str): Tipo de magnitude a filtrar (default: `'L'`)
+
+    Returns:
+        pd.DataFrame: DataFrame filtrada
+    """
+
+    def _filter_mag(mags):
+        # Filtrar por tipo de magnitude específico
+        vals = [float(m["Magnitude"]) for m in mags if m.get("Tipo") == mag_type]
+        if not vals:
+            return False
+        # Se houver múltiplas magnitudes do mesmo tipo, usa o máximo para filtragem
+        mx = max(vals)
+        return min_mag <= mx <= max_mag
+
+    mask = df["Magnitudes"].apply(_filter_mag)
+    return df.loc[mask]
+
+
+# -- t7 filters
+
+
+def filter_by_gap(df: pd.DataFrame, max_gap: float) -> pd.DataFrame:
+    """Retorna uma nova DataFrame, filtrada por valores do GAP inferiores a `max_gap`
+
+    Args:
+        df (pd.DataFrame): DataFrame a filtrar
+        max_gap (float): valor GAP maximo
+
+    Returns:
+        pd.DataFrame: DataFrame filtrada
+    """
+    # Filtra onde Gap <= max_gap
+    return df[df["Gap"] <= max_gap]
+
+
+def filter_by_quality(df: pd.DataFrame, quality: str) -> pd.DataFrame:
+    """Retorna uma nova DataFrame para eventos apenas com qualidade especificada
+
+    Args:
+        df (pd.DataFrame): DataFrame a filtrar
+        quality (str): Qualidade a filtrar
+
+    Returns:
+        pd.DataFrame: DataFrame filtrada
+    """
+    return df[df["Pub"] == quality]
+
+
+def filter_by_zone(df: pd.DataFrame, zone_type: str, zone_val: str) -> pd.DataFrame:
+    """Retorna uma nova DataFrame para eventos de uma certa zona
+
+    Args:
+        df (pd.DataFrame): DataFrame a filtrar
+        zone_type (str): Tipo da zona, (ex: VZ, SZ)
+        zone_val (str): Valor da zona
+
+    Returns:
+        pd.DataFrame: DataFrame filtrada
+    """
+    return df[df[zone_type] == zone_val]
+
+
+FILTER_MENU = """[1] Filtrar por Data (Inicio:Fim)
+[2] Filtrar por Gap (< Valor)
+[3] Filtrar por Qualidade (EPI)
+[4] Filtrar por Zona SZ
+[5] Filtrar por Zona VZ
+[6] Filtrar por Magnitude (Min:Max)
+[7] Filtrar por Profundidade (Min:Max)
+[R] Reset Filtros
+
+[Q] Voltar
+"""
+
+
+def filter_menu(db: pd.DataFrame, original_db: pd.DataFrame) -> pd.DataFrame:
+    """Menu de filtragem da DataFrame, com base em datas, magnitudes, profundidades, zonas, GAP e qualidades,
+    com opcao para reverter para a DataFrame original, para remocao dos filtros aplicados
+
+     Args:
+         db (pd.DataFrame): DataFrame a ser filtrada
+         original_db (pd.DataFrame): DataFrame de origem, para reversao
+
+     Returns:
+         pd.DataFrame: Retorna a DataFrame com os filtros aplicados, ou a original sem qualquer filtro aplicado.
+    """
+    currDb = db
+
+    while True:
+        os.system("cls" if sys.platform == "windows" else "clear")
+        print("=== T7: Filtros ===")
+        print(f"Linhas actuais: {len(currDb)}")
+        print(FILTER_MENU)
+        usrIn = input("Opção: ").lower()
+
+        match usrIn:
+            case "1":
+                start = input("Data Inicio (YYYY-MM-DD): ")
+                end = input("Data Fim    (YYYY-MM-DD): ")
+                currDb = filter_by_date(currDb, start, end)
+
+            case "2":
+                val = float(input("Gap Máximo: "))
+                currDb = filter_by_gap(currDb, val)
+
+            case "3":
+                confirm = input(
+                    "Filtrar apenas eventos com Qualidade EPI? (s/n): "
+                ).lower()
+                if confirm == "s":
+                    currDb = filter_by_quality(currDb, "EPI")
+                else:
+                    print("Filtro não aplicado.")
+
+            case "4":
+                val = input("Zona SZ (ex: SZ31): ")
+                currDb = filter_by_zone(currDb, "SZ", val)
+
+            case "5":
+                val = input("Zona VZ (ex: VZ14): ")
+                currDb = filter_by_zone(currDb, "VZ", val)
+
+            case "6":
+                print("Filtrar por Magnitude Tipo 'L'")
+                min_m = float(input("Min Mag L: "))
+                max_m = float(input("Max Mag L: "))
+
+                currDb = filter_by_magnitude(currDb, min_m, max_m, "L")
+
+            case "7":
+                min_d = float(input("Min Profundidade: "))
+                max_d = float(input("Max Profundidade: "))
+                currDb = filter_by_depth(currDb, min_d, max_d)
+
+            case "r":
+                currDb = original_db.copy()
+
+            case "q":
+                return currDb
+            case _:
+                pass

utils/parser.py

@@ -0,0 +1,421 @@
+import io
+from collections import defaultdict
+from datetime import datetime
+from typing import Any
+
+import pandas as pd
+
+"""Parser de dados
+
+A dataframe retornada tera multiplas linhas referentes ao mesmo evento
+visto que se esta a guardar por linha cada estacao que registou o evento em questa
+logo cada linha tem sempre a mesma informacao duplicada que se encontra no preambulo
+para cada estacao
+
+"""
+
+
+# --- variáveis globais ---
+DIST_IND = {"L": "Local", "R": "Regional", "D": "Distante"}
+TYPE = {"Q": "Quake", "V": "Volcanic", "U": "Unknown", "E": "Explosion"}
+
+
+# --- funções auxiliares ---
+def is_blank(_str: str) -> bool:
+    """Verifica se uma string tem ou nao conteudo
+
+    Args:
+        _str (str): str a verificar se esta vazia
+
+    Returns:
+        bool: True se str tem conteudo, False caso contrario
+    """
+    return len(_str.strip(" ")) == 0
+
+
+def parse_flt(value: str) -> float | None:
+    """Formata str como float
+
+    Args:
+        value (str): nro em string para ser formatado
+
+    Returns:
+        float | None: Retorna um float se bem sucedido, None se excepcao
+    """
+    try:
+        return float(value)
+    except ValueError:
+        return None
+
+
+def parse_int(value: str) -> int | None:
+    """Formata str como int
+
+    Args:
+        value (str): nro em string para ser formatado
+
+    Returns:
+        int | None: Retorna um int se bem sucedido, None se excepcao
+    """
+    try:
+        return int(value)
+    except ValueError:
+        return None
+
+
+def into_dataframe(data: dict[str, Any]) -> pd.DataFrame:
+    """Transforma uma dict numa DataFrame
+
+    Args:
+        data (dict[str, Any]): [description]
+
+    Returns:
+        pd.DataFrame: DataFrame
+    """
+    if len(data) == 0:
+        return pd.DataFrame()
+    aux = {k: [] for k in data.keys()}
+    for k, v in data.items():
+        aux[k].append(v)
+
+    return pd.DataFrame(data=aux)
+
+
+def _concat(preamble: dict[str, Any], df: pd.DataFrame) -> pd.DataFrame:
+    """Junta o preambulo, uma dict, na DataFrame
+
+    Args:
+        preamble (dict[str, Any]): Preambulo do evento a inserir
+        df (pd.DataFrame): DataFrame com eventos
+
+    Returns:
+        [type]: Nova DataFrame com o preambulo adicionado
+    """
+    for k, v in preamble.items():
+        df.insert(len(df.columns) - 1, k, [v for _ in range(len(df))])
+
+    return df
+
+
+# --- principal ---
+def parse(fname: str) -> pd.DataFrame:
+    """Faz o parse de todos os eventos no ficheiro.
+
+    A funcao separa em eventos singulares, e transforma cada evento numa DataFrame,
+    que sera concatenada com uma DataFrame que contem todos os eventos existentes
+
+    Args:
+        fname (str): nome do ficheiro que contem os dados
+
+    Returns:
+        pd.DataFrame: DataFrame com os eventos formatados
+    """
+    fp = open(fname)
+    data = [line for line in fp.read().split("\n")]
+    chunks = boundaries(data)
+    df = pd.DataFrame()
+    for c in chunks:
+        a = parse_chunk(data[c[0] : c[1]])
+        aux = pd.concat([df, a], axis=0, ignore_index=True)
+        df = aux
+    fp.close()
+    return df
+
+
+def boundaries(data: list[str]) -> list[tuple[int, int]]:
+    """Procura e guarda a posicao de cada evento.
+
+    O ficheiro tem os eventos separados por uma linha em branco
+
+    Args:
+        data (list[str]): lista dos dados
+
+    Returns:
+        list[tuple[int, int]]: lista com tuples dos indices de inicio
+            e fim de cada evento
+    """
+    boundaries = []
+    eventStart = None
+    for idx, line in enumerate(data):
+        if eventStart is None:
+            if not is_blank(line):
+                eventStart = idx
+        else:
+            if is_blank(line):
+                boundaries.append((eventStart, idx))
+                eventStart = None
+    return boundaries
+
+
+def parse_chunk(chunk_lines: list[str]) -> pd.DataFrame:
+    """Parse de um evento no formato Nordic, separando num preambulo, e nas estacoes
+    Ambos sao enviados para as suas funcoes privadas para serem parsed
+
+    Args:
+        chunk_lines (list[str]): lista de str do evento, como slice da lista de todos os eventos
+
+    Returns:
+        pd.DataFrame: DataFrame do evento
+    """
+    separatorIdx = None
+    for idx, line in enumerate(chunk_lines):
+        if line[-1] == "7":
+            separatorIdx = idx
+            break
+    preambleRet = _parse_preamble(chunk_lines[:separatorIdx])
+    phaseRet = _parse_type_7(chunk_lines[separatorIdx:])
+
+    return _concat(preambleRet, phaseRet)
+
+
+def _parse_preamble(hLines: list[str]) -> dict[str, Any]:
+    """Transforma o preambulo numa dict com os valores que precisamos
+
+    Verifica cada linha e separa dentro de uma dict, com a chave sendo o tipo de linha
+
+    Args:
+        hLines (list[str]): slice da lista com apenas o preambulo
+
+    Returns:
+        dict[str, Any]: dict com os valores necessarios
+    """
+    lineTypes = defaultdict(list)
+
+    for line in hLines:
+        match line[-1]:
+            case "1":
+                lineTypes[1].append(line)
+            case "3":
+                lineTypes[3].append(line)
+            case "6":
+                lineTypes[6].append(line)
+            case "E":
+                lineTypes["E"].append(line)
+            case "I":
+                lineTypes["I"].append(line)
+            case _:
+                pass
+
+    headerDict = dict()
+    for k, v in lineTypes.items():
+        if len(v) != 0:
+            # FUNCS[k] retorna o handle de cada funcao para cada tipo de linha
+            headerDict.update(FUNCS[k](v))
+    return headerDict
+
+
+def _parse_type_1(data: list[str]) -> dict[str, Any]:
+    """Transforma linhas tipo 1 (data, hora, latitude, longitude, profundidade
+    agencia, magnitudes e tipos e nro de estacoes que registaram o evento)
+
+    Args:
+        data (list[str]): lista de linhas tipo 1
+
+    Returns:
+        dict[str, Any]: dict com os valores necessarios
+    """
+    y = int(data[0][1:5])
+    mo = int(data[0][6:8])
+    d = int(data[0][8:10])
+    h = int(data[0][11:13])
+    m = int(data[0][13:15])
+    s = int(data[0][16:18])
+    mil = int(data[0][19]) * 10**5
+    dt = datetime(y, mo, d, h, m, s, mil)
+
+    dist_ind = DIST_IND[data[0][21]]
+    ev_type = TYPE[data[0][22]]
+    lat = float(data[0][23:30])
+    long = float(data[0][30:38])
+    depth = float(data[0][38:43])
+    no_stat = int(data[0][48:51])
+
+    hypo = {
+        # NOTE: ANTES ERA UMA STRING, AGORA E O OBJECTO DATETIME
+        "Data": dt,
+        "Distancia": dist_ind,
+        "Tipo Evento": ev_type,
+        "Latitude": lat,
+        "Longitude": long,
+        "Profundidade": depth,
+        "Estacoes": no_stat,
+        "Magnitudes": [],
+    }
+    for line in data:
+        hypo["Magnitudes"] = hypo["Magnitudes"] + _parse_mag(line)
+
+    return hypo
+
+
+def _parse_mag(line: str) -> list[dict[str, Any]]:
+    """Transforma nos varios tipos de magnitudes
+
+    Args:
+        line (str): str das linhas tipo 1
+
+    Returns:
+        list[dict[str, Any]]: dict com os valores das magnitudes e o seu tipo
+    """
+    magnitudes = []
+    base = 55
+    while base < 79:
+        m = line[base : base + 4]
+        mt = line[base + 4]
+        if not is_blank(m):
+            magnitudes.append({"Magnitude": m, "Tipo": mt})
+        base += 8
+    return magnitudes
+
+
+def _parse_type_3(data: list[str]) -> dict[str, Any]:
+    """Transforma linhas tipo 3 (observacoes)
+
+    Args:
+        data (list[str]): lista com linhas tipo 3
+
+    Returns:
+        dict[str, Any]: dict com valores necessarios
+    """
+    comments = {}
+    for line in data:
+        if (
+            line.startswith(" SENTIDO")
+            or line.startswith(" REGIAO")
+            or line.startswith(" PUB")
+        ):
+            chave, valor = line[:-2].strip().split(": ", maxsplit=1)
+
+            if chave == "REGIAO":
+                parts = valor.split(",")
+                comments["Regiao"] = parts[0].strip()
+                for p in parts[1:]:
+                    p = p.strip()
+                    if "SZ" in p:
+                        comments["SZ"] = p
+                    elif "VZ" in p:
+                        comments["VZ"] = p
+            elif chave == "PUB":
+                comments["Pub"] = valor.strip()
+            else:
+                comments[chave.capitalize()] = valor.split(",")[0]
+
+    return comments
+
+
+def _parse_type_6(data: list[str]) -> dict[str, list[str]]:
+    """Transforma linhas tipo 6 (nome de onda)
+
+    [description]
+
+    Args:
+        data (list[str]): lista de linhas tipo 6
+
+    Returns:
+        dict[str, list[str]]: lista de nomes dos ficheiros das ondas
+    """
+    waves = []
+    for line in data:
+        waves.append(line.strip().split(" ")[0])
+    return {"Onda": waves}
+
+
+def _parse_type_7(data: list[str]) -> pd.DataFrame:
+    """Transforma linhas tipo 7 (estacoes)
+
+    Args:
+        data (list[str]): linhas tipo 7
+
+    Returns:
+        pd.DataFrame: DataFrame com as informacoes de cada estacao
+    """
+    aux = io.StringIO("\n".join(data))
+    dados = pd.read_fwf(
+        aux,
+        colspecs=[
+            (1, 5),
+            (6, 8),
+            (10, 15),
+            (18, 20),
+            (20, 22),
+            (23, 28),
+            (34, 38),
+            (71, 75),
+        ],
+    )
+    dados.rename(
+        columns={
+            "STAT": "Estacao",
+            "SP": "Componente",
+            "PHASW": "Tipo Onda",
+            "HR": "Hora",
+            "MM": "Min",
+            "SECON": "Seg",
+            "AMPL": "Amplitude",
+            " DIST": "Distancia Epicentro",
+        },
+        inplace=True,
+    )
+    return dados
+
+
+def _parse_type_e(data: list[str]) -> dict[str, Any]:
+    """Transformar linhas tipo E (erros)
+
+    Args:
+        data (list[str]): linhas tipo E
+
+    Returns:
+        dict[str, Any]: dict com os valores necessarios
+    """
+    error = {
+        "Gap": int(data[0][5:8]),
+        "Origin": float(data[0][14:20]),
+        "Error_lat": float(data[0][24:30]),
+        "Error_long": float(data[0][32:38]),
+        "Error_depth": float(data[0][38:43]),
+        "Cov_xy": float(data[0][43:55]),
+        "Cov_xz": float(data[0][55:67]),
+        "Cov_yz": float(data[0][67:79]),
+    }
+    return error
+
+
+def _parse_type_i(data: list[str]) -> dict[str, int]:
+    """Transforma linhas tipo I(ID do evento)
+
+    Args:
+        data (list[str]): linhas tipo I
+
+    Returns:
+        dict[str, int]: dict com o valor do ID
+    """
+    aux = data[0]
+    return {"ID": int(aux[60:74])}
+
+
+FUNCS = {
+    1: _parse_type_1,
+    3: _parse_type_3,
+    6: _parse_type_6,
+    "E": _parse_type_e,
+    "I": _parse_type_i,
+}
+
+
+# -- Deprecated
+
+
+def validate_station_numbers(expected: int, stationsDF: pd.DataFrame) -> bool:
+    """[summary]
+
+    [description]
+
+    Args:
+        expected (int): [description]
+        stationsDF (pd.DataFrame): [description]
+
+    Returns:
+        bool: [description]
+    """
+    uniqueStations = stationsDF["Estacao"].nunique()
+    return expected == uniqueStations

utils/stats.py

@@ -0,0 +1,497 @@
+import os
+import sys
+from typing import Any, Iterable
+
+import numpy as np
+import pandas as pd
+
+from utils.utils import extract_mag_depth
+
+STAT_HEADER = """=== Terramotos ===
+ == Estatísticas ==
+"""
+
+STAT_MENU = """[1] Média
+[2] Variância
+[3] Desvio padrão
+[4] Máximo
+[5] Mínimo
+[6] Moda
+[7] Print de todas as estatísticas
+[T] Estatísticas Temporais (T5)
+
+[Q] Voltar ao menu principal
+"""
+
+FILTER_CHOICES = """[1] Magnitudes
+[2] Distância
+[3] Profundidade
+
+"""
+
+CHOICE = {"1": "Magnitudes", "2": "Distancia", "3": "Profundidade"}
+
+
+def filter_submenu(type: str):
+    """[summary]
+
+    [description]
+
+    Args:
+        type (str): [description]
+
+    Returns:
+        [type]: [description]
+    """
+    os.system("cls" if sys.platform == "windows" else "clear")
+    print(f"{STAT_HEADER}\n  = {type} =  ")
+    print(FILTER_CHOICES)
+
+    choice = input("Qual dos valores: ")
+
+    try:
+        usrChoice = CHOICE[choice]
+        return usrChoice
+    except KeyError:
+        return None
+
+
+# -- t5 funcs
+
+
+def _get_unique_events(df: pd.DataFrame) -> pd.DataFrame:
+    """Função privada que retorna os eventos únicos
+
+    (Ler docstring do `parser.py` para o porquê de se fazer isto)
+
+    Args:
+        df (pd.DataFrame): Dataframe com todos os eventos
+
+    Returns:
+        pd.DataFrame: Dataframe com apenas uma linha por evento
+    """
+    return df.drop_duplicates(subset="ID", keep="first")
+
+
+def events_per_period(df: pd.DataFrame, period: str) -> tuple[Iterable, Iterable]:
+    """Retorna os eventos por período, seja por dia, seja por mês
+
+    Args:
+        df (pd.DataFrame): Dataframe com valores
+        period (str): tipo de período. `D` para dia, `M` para mês
+
+    Returns:
+        tuple[Iterable, Iterable]: tuple com iteradores dos indices e valores
+    """
+    # Calcula o número de eventos por dia ('D') ou mês ('M')
+    events = _get_unique_events(df)
+
+    if period == "M":
+        period = "ME"
+
+    res = events.set_index("Data").resample(period).size()
+    return (res.index, res.values)
+
+
+def stats_depth_month(df: pd.DataFrame) -> pd.DataFrame:
+    """Estatisticas de profundidade de sismos, por mes
+
+    Args:
+        df (pd.DataFrame): DataFrame com eventos
+
+    Returns:
+        [type]: Dataframe com as estatisticas de profundidade, por mes
+    """
+    events = _get_unique_events(df)
+
+    grouped = events.set_index("Data").resample("ME")["Profundidade"]
+
+    stats_df = pd.DataFrame(
+        {
+            "Mean": grouped.mean(),
+            "Std": grouped.std(),
+            "Median": grouped.median(),
+            "Q1": grouped.quantile(0.25),
+            "Q3": grouped.quantile(0.75),
+            "Min": grouped.min(),
+            "Max": grouped.max(),
+        }
+    )
+    return stats_df
+
+
+def stats_mag_month(df: pd.DataFrame):
+    """Estatisticas de magnitude dos sismos, por mes
+
+    Args:
+        df (pd.DataFrame): DataFrame com eventos
+
+    Returns:
+        [type]: Dataframe com as estatisticas de magnitude, por mes
+    """
+    # Calcula estatísticas de Magnitude por Mês
+    events = _get_unique_events(df)
+
+    def _get_max_mag(mags: pd.Series):
+        """Funcao aplicadora à df, para encontrar a maior magnitude
+
+        Args:
+            mags (pd.Series): Serie com as magnitudes
+
+        Returns:
+            pd.Series: Serie com a magnitude maxima
+        """
+        vals = [float(m["Magnitude"]) for m in mags if "Magnitude" in m]
+        return max(vals) if vals else np.nan
+
+    events = events.copy()
+    events["MaxMag"] = events["Magnitudes"].apply(_get_max_mag)
+
+    grouped = events.set_index("Data").resample("ME")["MaxMag"]
+
+    stats_df = pd.DataFrame(
+        {
+            "Mean": grouped.mean(),
+            "Std": grouped.std(),
+            "Median": grouped.median(),
+            "Q1": grouped.quantile(0.25),
+            "Q3": grouped.quantile(0.75),
+            "Min": grouped.min(),
+            "Max": grouped.max(),
+        }
+    )
+    return stats_df
+
+
+# -- t5 menu
+
+T5_MENU = """[1] Número de eventos por dia
+[2] Número de eventos por mês
+[3] Estatísticas Profundidade por mês
+[4] Estatísticas Magnitude por mês
+
+[Q] Voltar
+"""
+
+
+def t5_menu(df: pd.DataFrame):
+    """Menu de estatisticas das magnitudes e profundidades por mes
+
+    Args:
+        df (pd.DataFrame): Dataframe com os eventos
+    """
+    while True:
+        os.system("cls" if sys.platform == "windows" else "clear")
+        print(STAT_HEADER + "\n" + " == T5: Estatísticas Temporais ==\n" + T5_MENU)
+        usrIn = input("Opção: ").lower()
+
+        match usrIn:
+            case "1":
+                dates, counts = events_per_period(df, "D")
+                print("\nEventos por Dia:")
+                print(
+                    pd.DataFrame({"Data": dates, "Contagem": counts}).to_string(
+                        index=False
+                    )
+                )
+
+            case "2":
+                dates, counts = events_per_period(df, "M")
+                print("\nEventos por Mês:")
+                print(
+                    pd.DataFrame({"Data": dates, "Contagem": counts}).to_string(
+                        index=False
+                    )
+                )
+
+            case "3":
+                st = stats_depth_month(df)
+                print("\nEstatísticas Profundidade por Mês:")
+                print(st.to_string())
+
+            case "4":
+                st = stats_mag_month(df)
+                print("\nEstatísticas Magnitude por Mês:")
+                print(st.to_string())
+
+            case "q":
+                return
+            case _:
+                pass
+
+        input("\n[Enter] para continuar...")
+
+
+# -- stat menu
+
+
+def stat_menu(df: pd.DataFrame):
+    """Menu de estatísticas
+
+
+    Args:
+        df (pd.DataFrame): Dataframe com eventos
+    """
+    inStats = True
+    while inStats:
+        os.system("cls" if sys.platform == "windows" else "clear")
+        print(STAT_HEADER + "\n" + STAT_MENU)
+        usrIn = input("Opção: ").lower()
+
+        match usrIn:
+            case "t":
+                t5_menu(df)
+                continue
+
+            case "1":
+                c = filter_submenu("Média")
+
+                if c is not None:
+                    retValue = average(df, c)
+                    if retValue:
+                        print(f"A média de {c} é {retValue}")
+                    else:
+                        print("Um erro aconteceu. Nada a apresentar de momento.")
+                else:
+                    continue
+
+            case "2":
+                c = filter_submenu("Variância")
+
+                if c is not None:
+                    retValue = variance(df, c)
+                    if retValue:
+                        print(f"A variância dos dados de {c} é {retValue}")
+                    else:
+                        print("Um erro aconteceu. Nada a apresentar de momento.")
+                else:
+                    continue
+
+            case "3":
+                c = filter_submenu("Desvio Padrão")
+
+                if c is not None:
+                    retValue = std_dev(df, c)
+                    if retValue:
+                        print(f"O desvio padrão de {c} é {retValue}")
+                    else:
+                        print("Um erro aconteceu. Nada a apresentar de momento.")
+                else:
+                    continue
+
+            case "4":
+                c = filter_submenu("Máximo")
+
+                if c is not None:
+                    retValue = max_v(df, c)
+                    print(f"O valor máximo em {c} é {retValue}")
+                else:
+                    continue
+
+            case "5":
+                c = filter_submenu("Mínimo")
+
+                if c is not None:
+                    retValue = min_v(df, c)
+                    print(f"O valor mínimo em {c} é {retValue}")
+                else:
+                    continue
+
+            case "6":
+                c = filter_submenu("Moda")
+
+                if c is not None:
+                    retValue = moda(df, c)
+                    print(f"O valor moda em {c} é {retValue}")
+                else:
+                    continue
+
+            case "7":
+                m, d = _mag_depth(df)
+
+                print("\t\tMagnitude\tProfundidade")
+                for a, b in zip(m, d):
+                    print(f"{a[0]}\t{round(a[1], 4)}\t\t{round(b[1], 4)}")
+
+            case "q":
+                inStats = False
+                continue
+
+            case _:
+                pass
+
+        input("Clica `Enter` para continuar")
+
+
+type tuples = tuple[list[tuple[str, Any]], list[tuple[str, Any]]]
+
+
+def _mag_depth(df: pd.DataFrame) -> tuples:
+    """Cria uma lista com cada estatística para as magnitudes e profundidades,
+    de forma a ser possivel fazer print de tudo de uma só vez
+
+
+    Args:
+        df (pd.DataFrame): Dataframe com valores
+
+    Returns:
+        tuples: lista com estatisticas das magnitudes e profundidades
+    """
+    data = extract_mag_depth(df)
+
+    mag_array = data.Magnitudes.values
+    depth_array = data.Profundidade.values
+
+    mags = []
+    dep = []
+    for a, b in zip(
+        ["Media\t", "Desvio-Padrao", "Variancia", "Valor Maximo", "Valor Minimo"],
+        [np.average, np.std, np.var, np.max, np.min],
+    ):
+        mags.append((a, b(mag_array)))
+        dep.append((a, b(depth_array)))
+
+    return (mags, dep)
+
+
+def average(df: pd.DataFrame, filter_by) -> np.float64 | None:
+    """Calculo da média para o tipo especifico
+
+    Args:
+        df (pd.DataFrame): Dataframe com valores
+        filter_by (str): Valor para calculo da media
+
+    Returns:
+        np.float64 | None: média
+    """
+    events = _get_unique_events(df)
+    values = events[filter_by].to_numpy()
+
+    if filter_by == "Magnitudes":
+        values = _unpack_mags(values)
+    try:
+        return np.average(values)
+    except Exception:
+        return None
+
+
+def variance(df: pd.DataFrame, filter_by: str) -> np.float64 | None:
+    """calcula a variancia para o tipo especificado
+
+    Args:
+        df (pd.DataFrame): Dataframe com valores
+        filter_by (str): Valor para calculo da variancia
+
+    Returns:
+        np.float64 | None: variancia
+    """
+    events = _get_unique_events(df)
+    values = events[filter_by].to_numpy()
+
+    if filter_by == "Magnitudes":
+        values = _unpack_mags(values)
+
+    try:
+        return np.var(values)
+    except Exception:
+        return None
+
+
+def std_dev(df: pd.DataFrame, filter_by: str) -> np.float64 | None:
+    """calcula o desvio-padrao para o tipo especificado
+
+    Args:
+        df (pd.DataFrame): Dataframe com valores
+        filter_by (str): Valor para calculo do desvio-padrao
+
+    Returns:
+        np.float64 | None: desvio-padrao
+    """
+    events = _get_unique_events(df)
+    values = events[filter_by].to_numpy()
+
+    if filter_by == "Magnitudes":
+        values = _unpack_mags(values)
+
+    try:
+        return np.std(values)
+    except Exception:
+        return None
+
+
+def max_v(df: pd.DataFrame, filter_by: str) -> np.floating:
+    """Retorna o valor maximo num array
+
+    Args:
+        df (pd.DataFrame): Dataframe com valores
+        filter_by (str): Coluna para o valor maximo
+
+    Returns:
+        np.floating: valor maximo
+    """
+    events = _get_unique_events(df)
+    values = events[filter_by].to_numpy()
+
+    if filter_by == "Magnitudes":
+        values = _unpack_mags(values)
+
+    return np.max(values)
+
+
+def min_v(df, filter_by) -> np.floating:
+    """Retorna o valor minimo num array
+
+    Args:
+        df (pd.DataFrame): Dataframe com valores
+        filter_by (str): Coluna para o valor minimo
+
+    Returns:
+        np.floating: valor minimo
+    """
+    events = _get_unique_events(df)
+    values = events[filter_by].to_numpy()
+
+    if filter_by == "Magnitudes":
+        values = _unpack_mags(values)
+
+    return np.min(values)
+
+
+def moda(df, filter_by) -> np.floating:
+    """Calcula a moda para um array de valores
+
+
+    Args:
+        df (pd.DataFrame): Dataframe com valores
+        filter_by (str): Coluna para o calculo da moda
+
+    Returns:
+        np.floating: moda
+    """
+    events = _get_unique_events(df)
+    values = events[filter_by].to_numpy()
+
+    if filter_by == "Magnitudes":
+        values = _unpack_mags(values)
+
+    uniques, count = np.unique(values, return_counts=True)
+    uniques_list = list(zip(uniques, count))
+
+    return sorted(uniques_list, reverse=True, key=lambda x: x[1])[0][0]
+
+
+def _unpack_mags(arr: np.ndarray) -> np.ndarray:
+    """Funcao privada para facilitar o calculo das magnitudes
+
+
+    Args:
+        arr (np.ndarray): Lista dos tipos de magnitudes
+
+    Returns:
+        np.ndarray: magnitudes
+    """
+    newVals = np.empty(0)
+    for v in arr:
+        for m in v:
+            newVals = np.append(newVals, float(m["Magnitude"]))
+    return newVals

utils/utils.py

@@ -0,0 +1,156 @@
+#! /usr/bin/env python
+# pyright: basic
+
+import json
+from datetime import time
+from math import modf
+from typing import Any
+
+import pandas as pd
+
+
+def extract_mag_depth(df: pd.DataFrame) -> pd.DataFrame:
+    """Extrai as magnitudes e profundidades.
+
+    Nas magnitudes, apenas deixa o tipo L
+
+    Args:
+        df (pd.DataFrame): Dataframe com eventos
+
+    Returns:
+        pd.DataFrame: Dataframe com apenas magnitudes e profundidades
+    """
+    _df = df.drop_duplicates(subset="ID", keep="first")[
+        ["Magnitudes", "Profundidade"]
+    ].reset_index(drop=True)
+    mags = []
+
+    for _, value in _df.iterrows():
+        for mag in value.Magnitudes:
+            if mag["Tipo"] == "L":
+                mags.append(float(mag["Magnitude"]))
+                break
+    _df = _df.drop(columns=["Magnitudes"])
+    aux = pd.DataFrame.from_dict({"Magnitudes": mags})
+    return pd.concat([aux, _df], axis=1)
+
+
+def save_as_json(df: pd.DataFrame, fname: str, event_cols: list[str]) -> bool:
+    """Guarda a dataframe como um ficheiro JSON
+
+
+    Args:
+        df (pd.DataFrame): Dataframe com eventos
+        fname (str): nome do ficheiro a guardar
+        event_cols (list[str]): lista com os nomes das colunas presentes em `df`
+
+    Returns:
+        bool: Sucesso da operacao
+    """
+    info = _create_dict_struct(df, event_cols)
+    with open(fname, "w") as fp:
+        json.dump(info, fp, indent=4)
+
+    return True
+
+
+def _create_dict_struct(df: pd.DataFrame, event_cols) -> dict[str, Any]:
+    """Funcao privada para ajuda a guardar como ficheiro JSON
+
+    [description]
+
+    Args:
+        df (pd.DataFrame): [description]
+        event_cols ([type]): [description]
+
+    Returns:
+        dict[str, Any]: [description]
+    """
+    uniqueIds = df["ID"].unique()
+
+    allEvents = {}
+
+    for id in uniqueIds:
+        filteredDf = df.loc[df["ID"] == id]
+        first_row = filteredDf.head(1)
+        allEvents[int(id)] = _create_event_info(first_row, event_cols)
+        allEvents[int(id)].update(create_stations_info_1(filteredDf))
+
+    return allEvents
+
+
+def _create_event_info(info: pd.DataFrame, cols) -> dict[str, Any]:
+    """Funcao privada para criar a estrutura dict pretendida
+    no ficheiro JSOn
+
+
+    Args:
+        info (pd.DataFrame): dataframe com eventos
+        cols ([type]): lista com nomes das colunas
+
+    Returns:
+        dict[str, Any]: dict com o formato pretendido
+    """
+    informacoes = dict()
+
+    for v in cols:
+        if v == "Data":
+            informacoes[v] = info.iloc[0][v].isoformat()
+        elif v == "Magnitudes":
+            informacoes[v] = create_mag_info(info.iloc[0][v])
+        elif v in {"Latitude", "Longitude", "Profundidade", "Gap"}:
+            informacoes[v] = float(info.iloc[0][v])
+        else:
+            informacoes[v] = info.iloc[0][v]
+
+    return informacoes
+
+
+def create_stations_info_1(info: pd.DataFrame) -> dict[str, Any]:
+    """Funcao privada para ajuda de formatacao no guardar como JSON
+
+    Args:
+        info (pd.DataFrame): dataframe com eventos
+
+    Returns:
+        dict[str, Any]: dict com o formato pretendido
+    """
+    stationsDict = {}
+    for idx in range(len(info)):
+        aux = info.iloc[idx]
+
+        micro, sec = tuple(map(int, modf(aux["Seg"])))
+        hms = time(
+            hour=aux["Hora"], minute=aux["Min"], second=sec, microsecond=micro
+        ).strftime("%H:%M:%S.%f")
+        station = {
+            "Componente": aux["Componente"],
+            "Hora": hms,
+            "Distancia": float(aux["DIS"]),
+        }
+
+        if type(aux["Tipo Onda"]) is float:
+            station.update({"Tipo Onda": aux["Tipo Onda"]})
+            if aux["Tipo Onda"] == "IAML":
+                station.update({"Amplitude": float(aux["Amplitude"])})
+
+        if aux["Estacao"] not in stationsDict.keys():
+            stationsDict[aux["Estacao"]] = [station]
+        else:
+            stationsDict[aux["Estacao"]].append(station)
+    return {"Estacoes": stationsDict}
+
+
+def create_mag_info(magnitudes: list[dict[str, Any]]) -> dict[str, Any]:
+    """Funcao privada para parsing das magnitudes
+
+    Args:
+        magnitudes (list[dict[str, Any]]): [description]
+
+    Returns:
+        dict[str, Any]: dict com o formato pretendido
+    """
+    mags = {}
+    for value in magnitudes:
+        mags[value["Tipo"]] = value["Magnitude"]
+    return mags

utils/vis.py

@@ -0,0 +1,38 @@
+import json
+import plotly.express as px
+import pandas as pd
+from dash import Dash, html, Input, Output, dcc, callback
+import parser as parser
+
+
+@callback(
+    Output('dump-json', 'children'),
+    Input('map3D-view', 'clickData')
+)
+def display_clicked_content(clickData):
+    return json.dumps(clickData, indent=2)
+
+def update_map(clickData):
+    return 
+
+df = parser.parse("dados.txt")
+
+map2D = px.scatter_map(df, lat="Latitude", lon="Longitude", map_style="satellite")
+map3D = px.scatter_3d(df, x="Longitude", y="Latitude", z="Profundidade")
+map3D.update_scenes(zaxis_autorange="reversed")
+
+app = Dash()
+app.layout = html.Div(children=[
+    dcc.Graph(
+        id="map3D-view",
+        figure=map3D
+    ),
+    dcc.Graph(
+        id="map2D-view",
+        figure=map2D
+    ),
+    html.Div(children=[html.Pre(id='dump-json', style={'overflowX': 'scroll'}, children="1\n2\n3\n4\n5\n6\n7\n8\n9\n10\n11\n12\n13\n14\n15")
+])])
+
+if __name__ == '__main__':
+    app.run(debug=True)

utils/visuals.py

@@ -0,0 +1,207 @@
+import os
+import sys
+from typing import Sequence
+
+import matplotlib.pyplot as plt
+import numpy as np
+import pandas as pd
+from numpy.typing import ArrayLike
+
+from utils import stats
+
+# -- helpers
+
+
+def plot_bar(x: ArrayLike, y: ArrayLike, xLabel: str, yLabel: str, title: str) -> None:
+    """Funcao para efetuar o plot de um grafico de barras
+
+    Args:
+        x (ArrayLike): valores em x
+        y (ArrayLike): valor y correspondente a cada valor x
+        xLabel (str): Nome da linha x
+        yLabel (str): Nome da linha y
+        title (str): Titulo do grafico
+    """
+    plt.figure(figsize=(10, 6))
+    plt.bar(x, y)
+    plt.xlabel(xLabel)
+    plt.ylabel(yLabel)
+    plt.title(title)
+    plt.xticks(rotation=45)
+    plt.tight_layout()
+    plt.show()
+
+
+def plot_linear_with_std(
+    x: ArrayLike, mean: ArrayLike, std: ArrayLike, xLabel: str, yLabel: str, title: str
+) -> None:
+    """Funcao para efetuar o plot de um grafico linear
+
+    Args:
+        x (ArrayLike): valores em x
+        mean (ArrayLike): valores de media
+        std (ArrayLike): desvio-padrao
+        xLabel (str): Nome da linha x
+        yLabel (str): Nome da linha y
+        title (str): Titulo do grafico
+    """
+    plt.figure(figsize=(10, 6))
+    plt.errorbar(x, mean, yerr=std, fmt="-o", capsize=5, ecolor="red")
+    plt.xlabel(xLabel)
+    plt.ylabel(yLabel)
+    plt.title(title)
+    plt.xticks(rotation=45)
+    plt.grid(True)
+    plt.tight_layout()
+    plt.show()
+
+
+def plot_boxplot(
+    dataList: ArrayLike, labels: Sequence, xLabel: str, yLabel: str, title: str
+) -> None:
+    """Funcao para efetuar o plot de um grafico boxplot
+
+    Args:
+        dataList (ArrayLike): array com valores
+        labels (Sequence): array com nomes para cada valor em `dataList`
+        xLabel (str): Nome da linha x
+        yLabel (str): Nome da linha y
+        title (str): Titulo do grafico
+    """
+    # dataList: lista de arrays/series, um para cada etiqueta
+    # labels: lista de etiquetas correspondentes a dataList
+    plt.figure(figsize=(10, 6))
+    plt.boxplot(dataList, label=labels)
+    plt.xlabel(xLabel)
+    plt.ylabel(yLabel)
+    plt.title(title)
+    plt.xticks(rotation=90)
+    plt.tight_layout()
+    plt.show()
+
+
+# -- t6 logic
+
+
+def viz_events_per_period(df: pd.DataFrame, period: str, title_suffix: str) -> None:
+    """Prepara dados para serem visualizados por um grafico de barras
+
+    Args:
+        df (pd.DataFrame): dataframe com eventos
+        period (str): periodo, em dias ou meses
+        title_suffix (str): sufixo para o nome do titulo do grafico
+    """
+    dates, counts = stats.events_per_period(df, period)
+    # Formatar datas para melhor leitura no gráfico
+    if period == "D":
+        # dates é um DatetimeIndex
+        labels = [d.strftime("%Y-%m-%d") for d in dates]
+    else:
+        labels = [d.strftime("%Y-%m") for d in dates]
+
+    plot_bar(labels, counts, "Data", "Número de Eventos", f"Eventos por {title_suffix}")
+
+
+def viz_linear_stats(df: pd.DataFrame, target: str):
+    """Prepara dados para serem visualizados por um grafico linear
+
+    Args:
+        df (pd.DataFrame): dataframe com eventos
+        target (str): Escolha entre magnitude ou profundidade para visualizar
+    """
+    # Média +/- Desvio Padrão
+    if target == "Profundidade":
+        st = stats.stats_depth_month(df)
+        unit = "km"
+    else:  # Magnitude
+        st = stats.stats_mag_month(df)
+        unit = "Magn"
+
+    labels = [d.strftime("%Y-%m") for d in st.index]
+
+    plot_linear_with_std(
+        labels,
+        st["Mean"],
+        st["Std"],
+        "Mês",
+        f"{target} ({unit})",
+        f"Média e Desvio Padrão de {target} por Mês",
+    )
+
+
+def viz_boxplot(df: pd.DataFrame, target: str):
+    """Prepara dados para serem visualizados por um grafico tipo boxplot
+
+    Args:
+        df (pd.DataFrame): dataframe com eventos
+        target (str): Escolha entre magnitude ou profundidade para visualizar
+    """
+    events = stats._get_unique_events(df)
+
+    # Agrupar por mês
+    grouped = events.set_index("Data").resample("ME")
+
+    data_to_plot = []
+    labels = []
+
+    for name, group in grouped:
+        if target == "Profundidade":
+            vals = group["Profundidade"].dropna().values
+        else:
+            # Extrair magnitudes máximas
+            def get_max_mag(mags):
+                vals = [float(m["Magnitude"]) for m in mags if "Magnitude" in m]
+                return max(vals) if vals else np.nan
+
+            vals = group["Magnitudes"].apply(get_max_mag).dropna().values
+
+        if len(vals) > 0:
+            data_to_plot.append(vals)
+            labels.append(name.strftime("%Y-%m"))
+
+    plot_boxplot(data_to_plot, labels, "Mês", target, f"Boxplot de {target} por Mês")
+
+
+# --- Menu ---
+
+VISUALS_MENU = """[1] Gráfico Barras: Eventos por Dia
+[2] Gráfico Barras: Eventos por Mês
+[3] Gráfico Linear: Profundidade (Média +/- DP) por Mês
+[4] Gráfico Linear: Magnitude (Média +/- DP) por Mês
+[5] Boxplot: Profundidade por Mês
+[6] Boxplot: Magnitude por Mês
+
+[Q] Voltar
+"""
+
+HEADER = "=== T6: Representação Gráfica ==="
+
+
+def visual_menu(df: pd.DataFrame):
+    """Menu para visualização gráfica
+
+    Args:
+        df (pd.DataFrame): dataframe com eventos
+    """
+    while True:
+        os.system("cls" if sys.platform == "windows" else "clear")
+        print(HEADER + "\n" + VISUALS_MENU)
+        usrIn = input("Opção: ").lower()
+
+        match usrIn:
+            case "1":
+                viz_events_per_period(df, "D", "Dia")
+            case "2":
+                viz_events_per_period(df, "M", "Mês")
+            case "3":
+                viz_linear_stats(df, "Profundidade")
+            case "4":
+                viz_linear_stats(df, "Magnitude")
+            case "5":
+                viz_boxplot(df, "Profundidade")
+            case "6":
+                viz_boxplot(df, "Magnitude")
+            case "q":
+                return
+            case _:
+                pass