From 2023fcda07e1db5bba3b78fbb03d71f5f03bb896 Mon Sep 17 00:00:00 2001 From: raj Date: Sun, 26 Nov 2023 23:43:08 +0530 Subject: [PATCH] v --- Server/Trainer/collect.py | 10 +++++++++- Server/Trainer/train.py | 17 +++++++++++++++-- Server/db/mapped.json | 5 ----- Server/db/mapped_data.json | 3 +++ Server/db/models.json | 3 +++ Server/server.py | 34 ++++++++++++++++++++++++++-------- 6 files changed, 56 insertions(+), 16 deletions(-) delete mode 100644 Server/db/mapped.json create mode 100644 Server/db/mapped_data.json create mode 100644 Server/db/models.json diff --git a/Server/Trainer/collect.py b/Server/Trainer/collect.py index 06af180..d970fb8 100644 --- a/Server/Trainer/collect.py +++ b/Server/Trainer/collect.py @@ -1,6 +1,7 @@ import os import sys from rich.progress import track +import json current_dir = os.path.dirname(os.path.abspath(__file__)) parent_dir = os.path.dirname(current_dir) @@ -25,4 +26,11 @@ def collect_data(longitude, latitude, initial_ts, days_count): periodic_aqi_data[period]["timestamp"] = int(initial_ts/1000) initial_ts -= CHECK_INTERVAL - return periodic_aqi_data \ No newline at end of file + with open("db/mapped_data.json", "r+") as f: + data = json.load(f) + if sid not in list(data["data"].keys()): + data["data"][sid] = {} + data["data"][sid][str(days_count)] = periodic_aqi_data + f.seek(0) + json.dump(data, f, indent=2) + f.truncate() \ No newline at end of file diff --git a/Server/Trainer/train.py b/Server/Trainer/train.py index 614de6d..67c9f54 100644 --- a/Server/Trainer/train.py +++ b/Server/Trainer/train.py @@ -9,8 +9,21 @@ warnings.simplefilter(action='ignore', category=FutureWarning) class Trainer: - def __init__(self, longitude, latitude, train_duration, from_date_timestamp, prediction_interval): - self.data = collect_data(longitude, latitude, from_date_timestamp, train_duration) + def __init__(self, longitude, latitude, train_duration, from_date_timestamp, prediction_interval, sid): + with open("db/mapped_data.json", "r") as f: + mdata = json.load(f) + if (sid not in list(mdata["data"].keys())): + collect_data(longitude, latitude, from_date_timestamp, train_duration) + self.__init__(longitude, latitude, train_duration, from_date_timestamp, prediction_interval, sid) + return + else: + print(str(train_duration), list(mdata["data"][sid].keys()), str(train_duration) not in list(mdata["data"][sid].keys())) + if (str(train_duration) not in list(mdata["data"][sid].keys())): + collect_data(longitude, latitude, from_date_timestamp, train_duration) + self.__init__(longitude, latitude, train_duration, from_date_timestamp, prediction_interval, sid) + return + else: + self.data = mdata["data"][sid][str(train_duration)] self.frame = pd.DataFrame.from_dict(self.data, orient="index") self.frame.replace("-", 0, inplace=True) self.prediction_interval = prediction_interval diff --git a/Server/db/mapped.json b/Server/db/mapped.json deleted file mode 100644 index 3133d12..0000000 --- a/Server/db/mapped.json +++ /dev/null @@ -1,5 +0,0 @@ -{ - "stations": { - "site_253": "{\"AQI\": 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- } -} \ No newline at end of file diff --git a/Server/db/mapped_data.json b/Server/db/mapped_data.json new file mode 100644 index 0000000..bd77024 --- /dev/null +++ b/Server/db/mapped_data.json @@ -0,0 +1,3 @@ +{ + "data": {} +} \ No newline at end of file diff --git a/Server/db/models.json b/Server/db/models.json new file mode 100644 index 0000000..f2a705f --- /dev/null +++ b/Server/db/models.json @@ -0,0 +1,3 @@ +{ + "stations": {} +} \ No newline at end of file diff --git a/Server/server.py b/Server/server.py index b377331..3e2b513 100644 --- a/Server/server.py +++ b/Server/server.py @@ -12,11 +12,18 @@ yet_mapping_nsid = [] def start_trainer(longitude, latitude, train_duration, from_date_timestamp, prediction_interval, sid): - trainer = Trainer(longitude, latitude, train_duration, from_date_timestamp, prediction_interval) + trainer = Trainer(longitude, latitude, train_duration, from_date_timestamp, prediction_interval, sid) forecasts = trainer.get_all_forecasts() - with open("db/mapped.json", "r+") as f: + with open("db/models.json", "r+") as f: data = json.load(f) - data["stations"][sid] = forecasts + if sid not in list(data["stations"].keys()): + data["stations"][sid] = {} + + if str(prediction_interval) not in list(data["stations"][sid].keys()): + data["stations"][sid][str(prediction_interval)] = {} + + data["stations"][sid][str(prediction_interval)]["train_duration"] = train_duration + data["stations"][sid][str(prediction_interval)]["forecasts"] = forecasts f.seek(0) json.dump(data, f, indent=2) f.truncate() @@ -46,13 +53,24 @@ def get_station_forecast(): response = None nsid = client.get_nearest_station([longitude, latitude]) - with open("db/mapped.json", "r") as f: + with open("db/models.json", "r") as f: data = json.load(f) if nsid in list(data["stations"].keys()): - response = { - "status": 101, - "data": data["stations"][nsid] - } + if (str(prediction_interval) in list(data["stations"][nsid].keys())) and (str(train_duration) == str(data["stations"][nsid][str(prediction_interval)]["train_duration"])): + response = { + "status": 101, + "data": data["stations"][nsid][str(prediction_interval)]["forecasts"] + } + else: + response = { + "status": 102, + "data": "Your area is not mapped for given interval. Mapping your area..." + } + + if nsid not in yet_mapping_nsid: + yet_mapping_nsid.append(nsid) + t1 = threading.Thread(target=start_trainer, args=(longitude, latitude, train_duration, from_date_timestamp, prediction_interval, nsid)) + t1.start() else: response = { "status": 102,