odps/inter.py (207 lines of code) (raw):

#!/usr/bin/env python # -*- coding: utf-8 -*- # Copyright 1999-2025 Alibaba Group Holding Ltd. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from __future__ import absolute_import import os import pickle import shutil import sys from hashlib import md5 from .compat import six from .config import options from .core import ODPS from .df.backends.frame import ResultFrame from .df.backends.odpssql.types import odps_schema_to_df_schema from .errors import InteractiveError from .models import TableSchema from .utils import build_pyodps_dir, to_binary DEFAULT_ROOM_NAME = "default" ODPS_FILE_NAME = "__ODPS__" INFO_FILE_NAME = "__INFO__" OBJECT_FILE_NAME = "__OBJ__" class Room(object): def __init__(self, room_name): self._room_name = room_name self._room_dir = _get_room_dir(self._room_name) self._inited = False self._init() def _init(self): if self._inited: return odps_file = os.path.join(self._room_dir, ODPS_FILE_NAME) if not os.path.exists(odps_file): raise InteractiveError("This room(%s) is not configured" % self._room_name) with open(odps_file, "rb") as f: try: obj = pickle.load(f) except pickle.UnpicklingError: raise InteractiveError("Failed to enter a room: %s" % self._room_name) def _config_rooms( access_id, access_key, default_project, endpoint, tunnel_endpoint=None, seahawks_url=None, logview_host=None, default_schema=None, region_name=None, quota_name=None, namespace=None, **kwargs ): options.loads(kwargs.get("options", {})) options.account = ODPS._build_account(access_id, access_key) options.endpoint = endpoint options.default_project = default_project options.default_schema = default_schema options.region_name = region_name options.quota_name = quota_name options.default_namespace = namespace options.tunnel.endpoint = tunnel_endpoint options.logview_host = logview_host options.seahawks_url = seahawks_url if isinstance(obj[-1], dict): kw = obj[-1] obj = obj[:-1] else: kw = dict() _config_rooms(*obj, **kw) self._inited = True @property def odps(self): return ODPS._from_account( options.account, options.default_project, schema=options.default_schema, endpoint=options.endpoint, region_name=options.region_name, quota_name=options.quota_name, namespace=options.default_namespace, tunnel_endpoint=options.tunnel.endpoint, logview_host=options.logview_host, seahawks_url=options.seahawks_url, ) def __getattr__(self, attr): try: return self.fetch(attr) except InteractiveError: return super(Room, self).__getattr__(attr) def __getitem__(self, item): return self.fetch(item) def __delitem__(self, key): self.drop(key) def _obj_store_dir(self, name): fn = md5(to_binary(name)).hexdigest() return os.path.join(self._room_dir, fn) def store(self, name, obj, desc=None): path = self._obj_store_dir(name) if os.path.exists(path): raise InteractiveError("%s already exists" % name) os.makedirs(path) with open(os.path.join(path, INFO_FILE_NAME), "wb") as f: pickle.dump((name, desc), f, protocol=0) with open(os.path.join(path, OBJECT_FILE_NAME), "wb") as f: pickle.dump(obj, f, protocol=0) def fetch(self, name): path = self._obj_store_dir(name) if not os.path.exists(path): raise InteractiveError("%s does not exist" % name) with open(os.path.join(path, OBJECT_FILE_NAME), "rb") as f: return pickle.load(f) def drop(self, name): path = self._obj_store_dir(name) if os.path.exists(path): shutil.rmtree(path) def list_stores(self): results = [] for obj_dir in os.listdir(self._room_dir): info_path = os.path.join(self._room_dir, obj_dir, INFO_FILE_NAME) if os.path.exists(info_path): with open(info_path, "rb") as f: results.append(list(pickle.load(f))) return results def display(self): schema = TableSchema.from_lists(["name", "desc"], ["string"] * 2) schema = odps_schema_to_df_schema(schema) frame = ResultFrame(self.list_stores(), schema=schema, pandas=False) try: import pandas as pd if isinstance(frame.values, pd.DataFrame): df = frame.values df.columns.name = self._room_name frame._values = df.set_index("name") except (ImportError, ValueError): pass return frame def _get_root_dir(): rooms_dir = build_pyodps_dir("rooms") return os.path.join(rooms_dir, str(sys.version_info[0])) def _get_room_dir(room_name, mkdir=False): rooms_dir = _get_root_dir() room_name = md5(to_binary(room_name)).hexdigest() room_dir = os.path.join(rooms_dir, room_name) if not os.path.exists(room_dir) and mkdir: os.makedirs(room_dir) return room_dir def setup( access_id, access_key, default_project, endpoint=None, tunnel_endpoint=None, default_schema=None, region_name=None, quota_name=None, namespace=None, seahawks_url=None, logview_host=None, room=DEFAULT_ROOM_NAME, with_options=False, **kwargs ): room_dir = _get_room_dir(room, mkdir=True) odps_file = os.path.join(room_dir, ODPS_FILE_NAME) if with_options: trivial_types = (six.string_types, six.integer_types, float, type(None)) options_dump = { k: v for k, v in six.iteritems(options.dumps()) if isinstance(v, trivial_types) } kwargs["options"] = options_dump if os.path.exists(odps_file): raise InteractiveError( "This room(%s) has been configured before, " "you can teardown it first" % room ) kwargs["quota_name"] = quota_name kwargs["namespace"] = namespace obj = ( access_id, access_key, default_project, endpoint, tunnel_endpoint, seahawks_url, logview_host, default_schema, region_name, kwargs, ) with open(odps_file, "wb") as f: pickle.dump(obj, f, protocol=0) with open(os.path.join(room_dir, INFO_FILE_NAME), "wb") as f: f.write(to_binary(room)) def enter(room=DEFAULT_ROOM_NAME): return Room(room) def teardown(room=DEFAULT_ROOM_NAME): room_dir = _get_room_dir(room) if os.path.exists(room_dir): shutil.rmtree(room_dir) def list_rooms(): root = _get_root_dir() results = [] for room_dir in os.listdir(root): info_path = os.path.join(root, room_dir, INFO_FILE_NAME) if os.path.exists(info_path): with open(info_path) as f: results.append(f.read()) return results