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import pandas as pd | |
import os | |
import json | |
import logging | |
logger = logging.getLogger(__name__) | |
class DataExistsError(Exception): | |
pass | |
class DataNotFoundError(Exception): | |
pass | |
# FIXME: 😓这个东西写的比较拉跨,最好找个什么csv库替代掉... | |
class BaseManager: | |
def __init__(self, csv_file): | |
self.csv_file = csv_file | |
self.columns = ["id", "name", "desc", "params"] | |
if not os.path.exists(csv_file): | |
df = pd.DataFrame(columns=self.columns) | |
df.to_csv(self.csv_file, index=False) | |
def _load_data(self): | |
return pd.read_csv(self.csv_file) | |
def _save_data(self, df): | |
df.to_csv(self.csv_file, index=False) | |
def add_item(self, item_id, name, desc, params): | |
df = self._load_data() | |
if item_id in df["id"].values: | |
raise DataExistsError(f"Item ID {item_id} already exists.") | |
new_row = pd.DataFrame( | |
[ | |
{ | |
"id": item_id, | |
"name": name, | |
"desc": desc, | |
"params": json.dumps(params, ensure_ascii=False), | |
} | |
] | |
) | |
df = pd.concat([df, new_row], ignore_index=True) | |
self._save_data(df) | |
def delete_item(self, item_id): | |
df = self._load_data() | |
if item_id not in df["id"].values: | |
raise DataNotFoundError(f"Item ID {item_id} not found.") | |
df = df[df["id"] != item_id] | |
self._save_data(df) | |
def update_item(self, item_id, name=None, desc=None, params=None): | |
df = self._load_data() | |
if item_id not in df["id"].values: | |
raise DataNotFoundError(f"Item ID {item_id} not found.") | |
if name: | |
df.loc[df["id"] == item_id, "name"] = name | |
if desc: | |
df.loc[df["id"] == item_id, "desc"] = desc | |
if params: | |
df.loc[df["id"] == item_id, "params"] = params | |
self._save_data(df) | |
def get_item(self, item_id): | |
df = self._load_data() | |
if item_id not in df["id"].values: | |
raise DataNotFoundError(f"Item ID {item_id} not found.") | |
item = df[df["id"] == item_id].to_dict("records")[0] | |
item["params"] = json.loads(item["params"]) | |
return item | |
def list_items(self): | |
df = self._load_data() | |
items = df.to_dict("records") | |
for item in items: | |
item["params"] = json.loads(item["params"]) | |
return items | |
def find_item_by_name(self, name): | |
df = self._load_data() | |
if name not in df["name"].values: | |
raise DataNotFoundError(f"Name {name} not found.") | |
item = df[df["name"] == name].to_dict("records")[0] | |
item["params"] = json.loads(item["params"]) | |
return item | |
def find_params_by_name(self, name): | |
try: | |
return self.find_item_by_name(name)["params"] | |
except Exception as e: | |
logger.error(e) | |
return {} | |
def find_params_by_id(self, id): | |
try: | |
return self.get_item(id)["params"] | |
except Exception as e: | |
logger.error(e) | |
return {} | |
# Usage example | |
if __name__ == "__main__": | |
class SpeakerManager(BaseManager): | |
def __init__(self, csv_file): | |
super().__init__(csv_file) | |
manager = SpeakerManager("speakers.test.csv") | |
try: | |
# Add speaker | |
manager.add_item( | |
1, "Speaker1", "Description for speaker 1", '{"param1": "value1"}' | |
) | |
except DataExistsError as e: | |
print(e) | |
# List all speakers | |
speakers = manager.list_items() | |
print(speakers) | |
try: | |
# Get specific speaker | |
speaker = manager.get_item(1) | |
print(speaker) | |
except DataNotFoundError as e: | |
print(e) | |
try: | |
# Update speaker | |
manager.update_item( | |
1, name="Updated Speaker1", desc="Updated description for speaker 1" | |
) | |
except DataNotFoundError as e: | |
print(e) | |
try: | |
# Delete speaker | |
manager.delete_item(1) | |
except DataNotFoundError as e: | |
print(e) | |
try: | |
# Find speaker by name | |
speaker_by_name = manager.find_item_by_name("Updated Speaker1") | |
print(speaker_by_name) | |
except DataNotFoundError as e: | |
print(e) | |
# Find speakers by params | |
speakers_by_params = manager.find_items_by_params('{"param1": "value1"}') | |
print(speakers_by_params) | |