diff --git a/vn.datayes/__init__.py b/vn.datayes/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/vn.datayes/api.py b/vn.datayes/api.py
new file mode 100644
index 00000000..a2f74e04
--- /dev/null
+++ b/vn.datayes/api.py
@@ -0,0 +1,1561 @@
+#encoding: UTF-8
+import os
+import json
+import time
+import requests
+import pymongo
+import pandas as pd
+
+from datetime import datetime, timedelta
+from Queue import Queue, Empty
+from threading import Thread, Timer
+from pymongo import MongoClient
+
+from requests.exceptions import ConnectionError
+from errors import (VNPAST_ConfigError, VNPAST_RequestError,
+VNPAST_DataConstructorError)
+
+class Config(object):
+	"""
+	Json-like config object.
+
+	The Config contains all kinds of settings and user info that 
+	could be useful in the implementation of Api wrapper.
+
+	privates
+	--------
+	* head: string; the name of config file.
+	* token: string; user's token.
+	* body: dictionary; the main content of config.
+			- domain: string, api domain.
+			- ssl:  boolean, specifes http or https usage.
+			- version: string, version of the api. Currently 'v1'.
+			- header: dictionary; the request header which contains 
+					  authorization infomation.
+
+	"""
+	head = 'my config'
+
+	toke_ = '44ebc0f058981f85382595f9f15f967' + \
+			'0c7eaf2695de30dd752e8f33e9022baa0'
+
+	token = '7c2e59e212dbff90ffd6b382c7afb57' + \
+			'bc987a99307d382b058af6748f591d723'
+
+	body = {
+		'ssl': False,
+		'domain': 'api.wmcloud.com/data',
+		'version': 'v1',
+		'header': {
+			'Connection' : 'keep-alive',
+			'Authorization': 'Bearer ' + token
+		}
+	}
+
+	def __init__(self, head=None, token=None, body=None):
+		""" 
+		Reloaded constructor. 
+
+		parameters
+		----------
+		* head: string; the name of config file. Default is None.
+		* token: string; user's token.
+		* body: dictionary; the main content of config
+		"""
+		if head:
+			self.head = head
+		if token: 
+			self.token = token
+		if body:
+			self.body = body
+
+	def view(self):
+		""" Prettify printing method. """
+		config_view = {
+			'config_head' : self.head,
+			'config_body' : self.body,
+			'user_token' : self.token
+		}
+		print json.dumps(config_view, 
+						 indent=4, 
+						 sort_keys=True)
+
+#----------------------------------------------------------------------
+# Data containers.
+
+class BaseDataContainer(object):
+	"""
+	Basic data container. The fundamental of all other data 
+	container objects defined within this module.
+
+	privates
+	--------
+	* head: string; the head(type) of data container.
+	* body: dictionary; data content. Among all sub-classes that inherit 
+	BaseDataContainer, type(body) varies according to the financial meaning
+	that the child data container stands for. 
+		- History:
+		- Bar
+
+	"""
+	head = 'ABSTRACT_DATA'
+	body = dict()
+	pass
+
+class History(BaseDataContainer):
+	"""
+	Historical data container. The foundation of all other pandas
+	DataFrame-like two dimensional data containers for this module.
+
+	privates
+	--------
+	* head: string; the head(type) of data container.
+	* body: pd.DataFrame object; contains data contents.
+
+	"""
+	head = 'HISTORY'
+	body = pd.DataFrame()
+
+	def __init__(self, data):
+		"""
+		Reloaded constructor. 
+
+		parameters
+		----------
+		* data: dictionary; usually a Json-like response from
+		  web based api. For our purposes, data is exactly resp.json()
+		  where resp is the response from datayes developer api.
+
+		  		- example: {'data': [
+								{
+									'closePrice': 15.88,
+									'date': 20150701, ...
+								},
+								{
+									'closePrice': 15.99,
+									'date': 20150702, ...
+								}, ...], 
+							'retCode': 1, 
+							'retMsg': 'Success'}.
+
+		  So the body of data is actually in data['data'], which is
+		  our target when constructing the container.
+
+		"""
+		try:
+			assert 'data' in data
+			self.body = pd.DataFrame(data['data'])
+		except AssertionError:
+			msg = '[{}]: Unable to construct history data; '.format(
+					self.head) + 'input is not a dataframe.'
+			raise VNPAST_DataConstructorError(msg)
+		except Exception,e:
+			msg = '[{}]: Unable to construct history data; '.format(
+					self.head) + str(e)
+			raise VNPAST_DataConstructorError(msg)
+
+class Bar(History):
+	"""
+	Historical Bar data container. Inherits from History()
+	DataFrame-like two dimensional data containers for Bar data.
+
+	privates
+	--------
+	* head: string; the head(type) of data container.
+	* body: pd.DataFrame object; contains data contents.
+	"""
+	head = 'HISTORY_BAR'
+	body = pd.DataFrame()
+
+	def __init__(self, data):
+		"""
+		Reloaded constructor. 
+
+		parameters
+		----------
+		* data: dictionary; usually a Json-like response from
+		  web based api. For our purposes, data is exactly resp.json()
+		  where resp is the response from datayes developer api.
+
+		  		- example: {'data': [{
+		  					'exchangeCD': 'XSHG', 
+		  					'utcOffset': '+08:00', 
+		  					'unit': 1, 
+		  					'currencyCD': 'CNY', 
+		  					'barBodys': [
+			  						{
+			  							'closePrice': 15.88,
+										'date': 20150701, ...
+			  						},
+			  						{
+			  							'closePrice': 15.99,
+										'date': 20150702, ...
+			  						}, ... ],
+			  				'ticker': '000001', 
+			  				'shortNM': u'\u4e0a\u8bc1\u6307\u6570'
+			  				}, ...(other tickers) ],
+							'retCode': 1, 
+							'retMsg': 'Success'}.
+
+		  When requesting 1 ticker, json['data'] layer has only one element;
+		  we expect that this is for data collectioning for multiple tickers,
+		  which is currently impossible nevertheless.
+ 
+		  So we want resp.json()['data'][0]['barBodys'] for Bar data contents,
+		  and that is what we go into when constructing Bar.
+		"""
+		try:
+			assert 'data' in data
+			assert 'barBodys' in data['data'][0]
+			self.body = pd.DataFrame(data['data'][0]['barBodys'])
+		except AssertionError:
+			msg = '[{}]: Unable to construct history data; '.format(
+					self.head) + 'input is not a dataframe.'
+			raise VNPAST_DataConstructorError(msg)
+		except Exception,e:
+			msg = '[{}]: Unable to construct history data; '.format(
+					self.head) + str(e)
+			raise VNPAST_DataConstructorError(msg)
+
+
+#----------------------------------------------------------------------
+# Datayes Api class
+
+class PyApi(object):
+	"""
+	Python based Datayes Api object.
+
+	PyApi should be initialized with a Config json. The config must be complete,
+	in that once constructed, the private variables like request headers, 
+	tokens, etc. become constant values (inherited from config), and will be 
+	consistantly referred to whenever make requests.
+
+
+	privates
+	--------
+	* _config: Config object; a container of all useful settings when making 
+	  requests.
+	* _ssl, _domain, _domain_stream, _version, _header, _account_id: 
+	  boolean, string, string, string, dictionary, integer;
+	  just private references to the items in Config. See the docs of Config().
+	* _session: requests.session object.
+
+
+	examples
+	--------
+
+
+	"""
+	_config = Config()
+
+	# request stuffs
+	_ssl = False
+	_domain = ''
+	_version = 'v1'
+	_header = dict()
+	_token = None
+
+	_session = requests.session()
+
+	def __init__(self, config):
+		"""
+		Constructor.
+
+		parameters
+		----------
+		* config: Config object; specifies user and connection configs.
+		"""
+		if config.body:
+			try:
+				self._config = config
+				self._ssl = config.body['ssl']
+				self._domain = config.body['domain']
+				self._version = config.body['version']
+				self._header = config.body['header']
+			except KeyError:
+				msg = '[API]: Unable to configure api; ' + \
+					  'config file is incomplete.'
+				raise VNPAST_ConfigError(msg)
+			except Exception,e:
+				msg = '[API]: Unable to configure api; ' + str(e)
+				raise VNPAST_ConfigError(msg)
+
+		# configure protocol
+		if self._ssl:
+			self._domain = 'https://' + self._domain
+		else:
+			self._domain = 'http://' + self._domain
+
+	def __access(self, url, params, method='GET'):
+		"""
+		request specific data from given url with parameters.
+
+		parameters
+		----------
+		* url: string.
+		* params: dictionary.
+		* method: string; 'GET' or 'POST', request method.
+
+		"""
+		try:
+			assert type(url) == str
+			assert type(params) == dict
+		except AssertionError,e:
+			raise e('[API]: Unvalid url or parameter input.')
+		if not self._session:
+			s = requests.session()
+		else: s = self._session
+
+		# prepare and send the request.
+		try:
+			req = requests.Request(method,
+								   url = url,
+								   headers = self._header,
+								   params = params)
+			prepped = s.prepare_request(req) # prepare the request
+			resp = s.send(prepped, stream=False, verify=True)
+			if method == 'GET':
+				assert resp.status_code == 200
+			elif method == 'POST':
+				assert resp.status_code == 201
+			return resp
+		except AssertionError:
+			msg = '[API]: Bad request, unexpected response status: ' + \
+				  str(resp.status_code)
+			raise VNPAST_RequestError(msg)
+			pass
+		except Exception,e:
+			msg = '[API]: Bad request.' + str(e)
+			raise VNPAST_RequestError(msg)
+
+	#----------------------------------------------------------------------
+	# directly get methods - Market data
+
+	def get_equity_M1_one(self,
+					  	  start='', end='', secID='000001.XSHG'):
+		"""
+		Get 1-minute intraday bar data of one security.
+
+		parameters
+		----------
+		* start, end: string; Time mark formatted in 'HH:MM'. Specifies the 
+		  start/end point of bar. Note that the requested date is the 
+		  latest trading day (only one day), and the default start/end time is
+		  '09:30' and min(now, '15:00'). Effective minute bars range from 
+		  09:30 - 11:30 in the morning and 13:01 - 15:00 in the afternoon.
+		* secID: string; the security ID in the form of '000001.XSHG', i.e.
+		  ticker.exchange
+
+		"""
+		url = '{}/{}/api/market/getBarRTIntraDay.json'.format(
+			   self._domain, self._version)
+		params = {
+			'startTime': start,
+			'endTime': end,
+			'securityID': secID,
+		}
+		try:
+			resp = self.__access(url=url, params=params)
+			assert len(resp.json()) > 0
+			print resp.json()
+			data = Bar(resp.json())
+			return data
+		except AssertionError: return 0
+
+
+	def get_equity_M1(self, field='', start='20130701', end='20130730', 
+					  secID='000001.XSHG', output='df'):
+		"""
+		1-minute bar in a month, currently unavailable.
+
+		parameters
+		----------
+		* field: string; variables that are to be requested.
+		* start, end: string; Time mark formatted in 'YYYYMMDD'.
+		* secID: string; the security ID in the form of '000001.XSHG', i.e.
+		  ticker.exchange
+		* output: enumeration of strings; the format of output that will be 
+		  returned. default is 'df', optionals are:
+		  		- 'df': returns History object, 
+		  			  where ret.body is a dataframe.
+		  		- 'list': returns a list of dictionaries.
+
+		"""
+		url = '{}/{}/api/market/getBarHistDateRange.json'.format(
+			   self._domain, self._version)
+		params = {
+			'field': field,
+			'startDate': start,
+			'endDate': end,
+			'securityID': secID,
+		}
+		try:
+			resp = self.__access(url=url, params=params)
+			assert len(resp.json()) > 0
+			if output == 'df':
+				data = Bar(resp.json())
+			elif output == 'list':
+				data = resp.json()['data'][0]['barBodys']
+			return data
+		except AssertionError: return 0
+
+
+	def get_equity_D1(self, field='', start='', end='', secID='',
+					  ticker='', one=20150513, output='df'):
+		"""
+		Get 1-day interday bar data of one security.
+
+		parameters
+		----------
+		* field: string; variables that are to be requested. Available variables
+		  are: (* is unique for securities)
+
+		  		- secID 				string.
+		  		- tradeDate 			date(?).
+		  		- ticker 				string.
+		  		- secShortName 			string.
+		  		- exchangeCD 			string.
+		  		- preClosePrice 		double.
+		  		- actPreClosePrice*		double.
+		  		- openPrice		 		double.
+		  		- highestPrice	 		double.
+		  		- lowestPrice 			double.
+		  		- closePrice 			double.
+		  		- turnoverVol 			double.
+		  		- turnoverValue 		double.
+		  		- dealAmount* 			integer.
+		  		- turnoverRate	 		double.
+		  		- accumAdjFactor* 		double.
+		  		- negMarketValue* 		double.
+		  		- marketValue* 			double.
+		  		- PE* 					double.
+		  		- PE1* 					double.
+		  		- PB* 					double.
+
+		  Field is an optional parameter, default setting returns all fields.
+
+		* start, end: string; Date mark formatted in 'YYYYMMDD'. Specifies the 
+		  start/end point of bar. Start and end are optional parameters. If 
+		  start, end and ticker are all specified, default 'one' value will be
+		  abandoned.
+
+		* secID: string; the security ID in the form of '000001.XSHG', i.e.
+		  ticker.exchange.
+
+		* ticker: string; the trading code in the form of '000001'.
+
+		* one: string; Date mark formatted in 'YYYYMMDD'. 
+		  Specifies one date on which data of all tickers are to be requested. 
+		  Note that to get effective json data response, at least one parameter 
+		  in {secID, ticker, tradeDate} should be entered.
+
+		* output: enumeration of strings; the format of output that will be 
+		  returned. default is 'df', optionals are:
+		  		- 'df': returns History object, 
+		  			  where ret.body is a dataframe.
+		  		- 'list': returns a list of dictionaries.
+
+		"""
+		if start and end and ticker:
+			one = '' # while user specifies start/end, covers tradeDate.
+
+		url = '{}/{}/api/market/getMktEqud.json'.format(
+			   self._domain, self._version)
+		params = {
+			'field': field,
+			'beginDate': start,
+			'endDate': end,
+			'secID': secID,
+			'ticker': ticker,
+			'tradeDate': one
+		}
+		try:
+			resp = self.__access(url=url, params=params)
+			assert len(resp.json()) > 0
+			if output == 'df':
+				data = History(resp.json())
+			elif output == 'list':
+				data = resp.json()['data']
+			return data
+			#return resp
+		except AssertionError: return 0
+
+	def get_block_D1(self, field='', start='', end='', secID='',
+					 ticker='', one=20150513):
+		"""
+
+		"""
+		pass
+
+	def get_repo_D1(self, field='', start='', end='', secID='',
+					ticker='', one=20150513):
+		"""
+
+		"""
+		pass
+
+	def get_bond_D1(self, field='', start='', end='', secID='',
+					ticker='', one=20150513, output='df'):
+		"""
+		Get 1-day interday bar data of one bond instrument.
+
+		parameters
+		----------
+
+		* field: string; variables that are to be requested. Available variables
+		  are: (* is unique for bonds)
+
+		  		- secID 				string.
+		  		- tradeDate 			date(?).
+		  		- ticker 				string.
+		  		- secShortName 			string.
+		  		- exchangeCD 			string.
+		  		- preClosePrice 		double.
+		  		- openPrice		 		double.
+		  		- highestPrice	 		double.
+		  		- lowestPrice 			double.
+		  		- closePrice 			double.
+		  		- turnoverVol 			double.
+		  		- turnoverValue 		double.
+		  		- turnoverRate	 		double.
+		  		- dealAmount*			integer.
+		  		- accrInterest*			double.
+		  		- YTM(yieldToMaturity)* double.	
+
+		  Field is an optional parameter, default setting returns all fields.
+
+		* start, end, secID, ticker, one, output
+		  string, string, string, string, string, string(enum)
+		  Same as above, reference: get_equity_D1().
+
+		"""
+		if start and end and ticker:
+			one = '' # while user specifies start/end, covers tradeDate.
+
+		url = '{}/{}/api/market/getMktBondd.json'.format(
+			   self._domain, self._version)
+		params = {
+			'field': field,
+			'beginDate': start,
+			'endDate': end,
+			'secID': secID,
+			'ticker': ticker,
+			'tradeDate': one
+		}
+		try:
+			resp = self.__access(url=url, params=params)
+			assert len(resp.json()) > 0
+			if output == 'df':
+				data = History(resp.json())
+			elif output == 'list':
+				data = resp.json()['data']
+			return data
+		except AssertionError: return 0
+
+	def get_future_D1(self, field='', start='', end='', secID='',
+					ticker='', one=20150513, output='df'):
+		"""
+		Get 1-day interday bar data of one future contract.
+
+		parameters
+		----------
+
+		* field: string; variables that are to be requested. Available variables
+		  are: (* is unique for future contracts)
+
+		  		- secID 				string.
+		  		- tradeDate 			date(?).
+		  		- ticker 				string.
+		  		- secShortName 			string.
+		  		- exchangeCD 			string.
+		  		- contractObject*		string.
+		  		- contractMark*			string.
+		  		- preSettlePrice*		double.
+		  		- preClosePrice 		double.
+		  		- openPrice		 		double.
+		  		- highestPrice	 		double.
+		  		- lowestPrice 			double.
+		  		- closePrice 			double.
+		  		- settlePrice* 			double.
+		  		- turnoverVol 			integer.
+		  		- turnoverValue 		integer.
+		  		- openInt*				integer.
+		  		- CHG* 					double.
+		  		- CHG1* 				double.
+		  		- CHGPct*				double.
+		  		- mainCon*				integer (0/1 flag).
+		  		- smainCon*				integer (0/1 flag).
+
+		  Field is an optional parameter, default setting returns all fields.
+
+		* start, end, secID, ticker, one, output
+		  string, string, string, string, string, string(enum)
+		  Same as above, reference: get_equity_D1().
+		"""
+		if start and end and ticker:
+			one = '' # while user specifies start/end, covers tradeDate.
+
+		url = '{}/{}/api/market/getMktFutd.json'.format(
+			   self._domain, self._version)
+		params = {
+			'field': field,
+			'beginDate': start,
+			'endDate': end,
+			'secID': secID,
+			'ticker': ticker,
+			'tradeDate': one
+		}
+		try:
+			resp = self.__access(url=url, params=params)
+			assert len(resp.json()) > 0
+			if output == 'df':
+				data = History(resp.json())
+			elif output == 'list':
+				data = resp.json()['data']
+			return data
+		except AssertionError: return 0
+
+	def get_future_main_D1(self, field='', start='', end='', mark='',
+						   obj='', main=1, one=20150513):
+		"""
+
+		"""
+		pass
+
+	def get_fund_D1(self, field='', start='', end='', secID='',
+					ticker='', one=20150513, output='df'):
+		"""
+		Get 1-day interday bar data of one mutual fund.
+
+		parameters
+		----------
+
+		* field: string; variables that are to be requested. Available variables
+		  are: (* is unique for funds)
+
+		  		- secID 				string.
+		  		- tradeDate 			date(?).
+		  		- ticker 				string.
+		  		- secShortName 			string.
+		  		- exchangeCD 			string.
+		  		- preClosePrice 		double.
+		  		- openPrice		 		double.
+		  		- highestPrice	 		double.
+		  		- lowestPrice 			double.
+		  		- closePrice 			double.
+		  		- turnoverVol 			double.
+		  		- turnoverValue 		double.
+		  		- CHG* 					double.
+		  		- CHGPct*				double.
+		  		- discount* 			double.
+		  		- discountRatio*		double.
+		  		- circulationShares*	double.
+
+		  Field is an optional parameter, default setting returns all fields.
+
+		* start, end, secID, ticker, one, output
+		  string, string, string, string, string, string(enum)
+		  Same as above, reference: get_equity_D1().
+
+		"""
+		if start and end and ticker:
+			one = '' # while user specifies start/end, covers tradeDate.
+
+		url = '{}/{}/api/market/getMktFundd.json'.format(
+			   self._domain, self._version)
+		params = {
+			'field': field,
+			'beginDate': start,
+			'endDate': end,
+			'secID': secID,
+			'ticker': ticker,
+			'tradeDate': one
+		}
+		try:
+			resp = self.__access(url=url, params=params)
+			assert len(resp.json()) > 0
+			if output == 'df':
+				data = History(resp.json())
+			elif output == 'list':
+				data = resp.json()['data']
+			return data
+		except AssertionError: return 0
+
+	def get_index_D1(self, field='', start='', end='', indexID='',
+					 ticker='', one=20150513, output='df'):
+		"""
+		Get 1-day interday bar data of one stock index.
+
+		parameters
+		----------
+
+		* field: string; variables that are to be requested. Available variables
+		  are: (* is unique for indices)
+
+		  		- indexID 				string.
+		  		- tradeDate 			date(?).
+		  		- ticker 				string.
+		  		- secShortName 			string.
+		  		- porgFullName*			string.
+		  		- exchangeCD 			string.
+		  		- preCloseIndex 		double.
+		  		- openIndex		 		double.
+		  		- highestIndex	 		double.
+		  		- lowestIndex 			double.
+		  		- closeIndex 			double.
+		  		- turnoverVol 			double.
+		  		- turnoverValue 		double.
+		  		- CHG* 					double.
+		  		- CHGPct*				double.
+
+		  Field is an optional parameter, default setting returns all fields.
+
+		* start, end, secID, ticker, one, output
+		  string, string, string, string, string, string(enum)
+		  Same as above, reference: get_equity_D1().
+
+		"""
+		if start and end and ticker:
+			one = '' # while user specifies start/end, covers tradeDate.
+
+		url = '{}/{}/api/market/getMktIdxd.json'.format(
+			   self._domain, self._version)
+		params = {
+			'field': field,
+			'beginDate': start,
+			'endDate': end,
+			'indexID': indexID,
+			'ticker': ticker,
+			'tradeDate': one
+		}
+		try:
+			resp = self.__access(url=url, params=params)
+			assert len(resp.json()) > 0
+			if output == 'df':
+				data = History(resp.json())
+			elif output == 'list':
+				data = resp.json()['data']
+			return data
+		except AssertionError: return 0
+
+	def get_option_D1(self, field='', start='', end='', secID='',
+					  optID='' ,ticker='', one=20150513, output='df'):
+		"""
+		Get 1-day interday bar data of one option contact.
+
+		parameters
+		----------
+
+		* field: string; variables that are to be requested. Available variables
+		  are: (* is unique for options)
+
+		  		- secID 				string.
+		  		- optID* 				string.
+		  		- tradeDate 			date(?).
+		  		- ticker 				string.
+		  		- secShortName 			string.
+		  		- exchangeCD 			string.
+		  		- preClosePrice 		double.
+		  		- openPrice		 		double.
+		  		- highestPrice	 		double.
+		  		- lowestPrice 			double.
+		  		- closePrice 			double.
+		  		- settlePrice*			double.
+		  		- turnoverVol 			double.
+		  		- turnoverValue 		double.
+		  		- openInt*				integer.
+
+		  Field is an optional parameter, default setting returns all fields.
+
+		* start, end, secID, ticker, one, output
+		  string, string, string, string, string, string(enum)
+		  Same as above, reference: get_equity_D1().
+
+		"""
+		if start and end and ticker:
+			one = '' # while user specifies start/end, covers tradeDate.
+
+		url = '{}/{}/api/market/getMktOptd.json'.format(
+			   self._domain, self._version)
+		params = {
+			'field': field,
+			'beginDate': start,
+			'endDate': end,
+			'secID': secID,
+			'optID': optID,
+			'ticker': ticker,
+			'tradeDate': one
+		}
+		try:
+			resp = self.__access(url=url, params=params)
+			assert len(resp.json()) > 0
+			if output == 'df':
+				data = History(resp.json())
+			elif output == 'list':
+				data = resp.json()['data']
+			return data
+		except AssertionError: return 0
+
+	def get_stockFactor_D1(self, field='', secID='',
+					  	   ticker='000001', start=20130701, end=20130801):
+		"""
+		Get 1-day interday factor data for stocks.
+
+		parameters
+		----------
+
+		* field: string; variables that are to be requested. 
+		  Field is an optional parameter, default setting returns all fields.
+
+		* start, end, secID, ticker, one, output
+		  string, string, string, string, string, string(enum)
+		  Same as above, reference: get_equity_D1().
+		"""
+		url = '{}/{}/api/market/getStockFactorsDateRange.json'.format(
+			   self._domain, self._version)
+		params = {
+			'field': field,
+			'beginDate': start,
+			'endDate': end,
+			'secID': secID,
+			'ticker': ticker
+		}
+		try:
+			resp = self.__access(url=url, params=params)
+			assert len(resp.json()) > 0
+			data = History(resp.json())
+			return data
+		except AssertionError: return 0
+		
+	#----------------------------------------------------------------------
+	# directly get methods - Fundamental Data
+
+	def get_balanceSheet(self, field='', secID='',
+						 start='', end='', pubStart='', pubEnd='',
+						 reportType='', ticker='000001'):
+		"""
+
+		"""
+		url = '{}/{}/api/fundamental/getFdmtBS.json'.format(
+			  self._domain, self._version)
+		params = {
+			'field': field,
+			'secID': secID,
+			'ticker': ticker,
+			'beginDate': start,
+			'endDate': end,
+			'publishDateBegin': pubStart,
+			'publishDateEnd': pubEnd,
+			'reportType': reportType
+		}
+		try:
+			resp = self.__access(url=url, params=params)
+			assert len(resp.json()) > 0
+			data = History(resp.json())
+			return data
+		except AssertionError: return 0
+
+	def get_balanceSheet_bnk(self):
+		"""
+
+		"""
+		pass
+
+	def get_balanceSheet_sec(self):
+		"""
+
+		"""
+		pass
+
+	def get_balanceSheet_ins(self):
+		"""
+
+		"""
+		pass
+
+	def get_balanceSheet_ind(self):
+		"""
+
+		"""
+		pass
+
+	def get_cashFlow(self, field='', secID='',
+					 start='', end='', pubStart='', pubEnd='',
+					 reportType='', ticker='000001'):
+		"""
+
+		"""
+		url = '{}/{}/api/fundamental/getFdmtCF.json'.format(
+			  self._domain, self._version)
+		params = {
+			'field': field,
+			'secID': secID,
+			'ticker': ticker,
+			'beginDate': start,
+			'endDate': end,
+			'publishDateBegin': pubStart,
+			'publishDateEnd': pubEnd,
+			'reportType': reportType
+		}
+		try:
+			resp = self.__access(url=url, params=params)
+			assert len(resp.json()) > 0
+			data = History(resp.json())
+			return data
+		except AssertionError: return 0
+
+	def get_cashFlow_bnk(self):
+		"""
+
+		"""
+		pass
+
+	def get_cashFlow_sec(self):
+		"""
+
+		"""
+		pass
+
+	def get_cashFlow_ins(self):
+		"""
+
+		"""
+		pass
+
+	def get_cashFlow_ind(self):
+		"""
+
+		"""
+		pass
+
+	def get_incomeStatement(self, field='', secID='',
+					 		start='', end='', pubStart='', pubEnd='',
+					 		reportType='', ticker='000001'):
+		"""
+
+		"""
+		url = '{}/{}/api/fundamental/getFdmtIS.json'.format(
+			  self._domain, self._version)
+		params = {
+			'field': field,
+			'secID': secID,
+			'ticker': ticker,
+			'beginDate': start,
+			'endDate': end,
+			'publishDateBegin': pubStart,
+			'publishDateEnd': pubEnd,
+			'reportType': reportType
+		}
+		try:
+			resp = self.__access(url=url, params=params)
+			assert len(resp.json()) > 0
+			data = History(resp.json())
+			return data
+		except AssertionError: return 0
+
+	def get_incomeStatement_bnk(self):
+		"""
+
+		"""
+		pass
+
+	def get_incomeStatement_sec(self):
+		"""
+
+		"""
+		pass
+
+	def get_incomeStatement_ins(self):
+		"""
+
+		"""
+		pass
+
+	def get_incomeStatement_ind(self):
+		"""
+
+		"""
+		pass
+
+	#----------------------------------------------------------------------
+	# multi-threading download for database storage.
+
+	def __drudgery(self, id, db, indexType,
+				  start, end, tasks, target):
+		"""
+		basic drudgery function.
+		This method loops over a list of tasks(tickers) and get data using
+		target api.get_# method for all those tickers.
+		A new feature 'date' or 'dateTime'(for intraday) will be automatically
+		added into every json-like documents, and specifies the datetime.
+		datetime() formatted date(time) mark. With the setting of MongoDB
+		in this module, this feature should be the unique index for all 
+		collections.
+
+		By programatically assigning creating and assigning tasks to drudgery
+		functions, multi-threading download of data can be achieved.
+
+		parameters
+		----------
+		* id: integer; the ID of Drudgery session.
+
+		* db: pymongo.db object; the database which collections of bars will
+		  go into.
+
+		* indexType: string(enum): 'date' or 'datetime', specifies what
+		  is the collection index formatted.
+
+		* start, end: string; Date mark formatted in 'YYYYMMDD'. Specifies the 
+		  start/end point of collections of bars.
+
+		* tasks: list of strings; the tickers that this drudgery function
+		  loops over.
+
+		* target: method; the api.get_# method that is to be called by 
+		  drudgery function.
+		"""
+		if len(tasks) == 0:
+			return 0
+
+		# str to datetime inline functions.
+		if indexType == 'date':
+			todt = lambda str_dt: datetime.strptime(str_dt,'%Y-%m-%d')
+			update_dt = lambda d: d.update({'date':todt(d['tradeDate'])})
+		elif indexType == 'datetime':
+			todt = lambda str_d, str_t: datetime.strptime(
+				str_d + ' ' + str_t,'%Y-%m-%d %H:%M')
+			update_dt = lambda d: d.update(
+				{'dateTime':todt(d['dataDate'], d['barTime'])})
+		else:
+			raise ValueError
+
+		# loop over all tickers in task list.
+		k, n = 1, len(tasks)
+		for ticker in tasks:
+			try:
+				data = target(start = start,
+							  end = end, 
+							  ticker = ticker,
+							  output = 'list')
+				assert len(data) >= 1
+				map(update_dt, data) # add datetime feature to docs.
+				coll = db[ticker]
+				coll.insert_many(data)
+				print '[API|Session{}]: '.format(id) + \
+					  'Finished {} in {}.'.format(k, n)
+				k += 1
+			except AssertionError:
+				msg = '[API|Session{}]: '.format(id) + \
+					  'Empty dataset in the response.'
+				print msg
+				pass
+			except Exception, e:
+				msg = '[API|Session{}]: '.format(id) + \
+					  'Exception encountered when ' + \
+					  'requesting data; ' + str(e)
+				print msg
+				pass
+
+	def get_equity_D1_drudgery(self, id, db, start, end, tasks=[]):
+		"""
+		call __drudgery targeting at get_equity_D1()
+		"""
+		self.__drudgery(id=id, db=db,
+					   indexType = 'date',
+					   start = start, 
+					   end = end, 
+					   tasks = tasks,
+					   target = self.get_equity_D1)
+
+	def get_future_D1_drudgery(self, id, db, start, end, tasks=[]):
+		"""
+		call __drudgery targeting at get_future_D1()
+		"""
+		self.__drudgery(id=id, db=db, 
+					   indexType = 'date',
+					   start = start, 
+					   end = end, 
+					   tasks = tasks,
+					   target = self.get_future_D1)
+
+	def get_index_D1_drudgery(self, id, db, start, end, tasks=[]):
+		"""
+		call __drudgery targeting at get_index_D1()
+		"""
+		self.__drudgery(id=id, db=db, 
+					   indexType = 'date',
+					   start = start, 
+					   end = end, 
+					   tasks = tasks,
+					   target = self.get_index_D1)
+
+	def get_bond_D1_drudgery(self, id, db, start, end, tasks=[]):
+		"""
+		call __drudgery targeting at get_bond_D1()
+		"""
+		self.__drudgery(id=id, db=db, 
+					   indexType = 'date',
+					   start = start, 
+					   end = end, 
+					   tasks = tasks,
+					   target = self.get_bond_D1)
+
+	def get_fund_D1_drudgery(self, id, db, start, end, tasks=[]):
+		"""
+		call __drudgery targeting at get_fund_D1()
+		"""
+		self.__drudgery(id=id, db=db, 
+					   indexType = 'date',
+					   start = start, 
+					   end = end, 
+					   tasks = tasks,
+					   target = self.get_fund_D1)
+
+	def get_option_D1_drudgery(self, id, db, start, end, tasks=[]):
+		"""
+		call __drudgery targeting at get_option_D1()
+		"""
+		self.__drudgery(id=id, db=db, 
+					   indexType = 'date',
+					   start = start, 
+					   end = end, 
+					   tasks = tasks,
+					   target = self.get_option_D1)
+
+	#----------------------------------------------------------------------
+
+	def __overlord(self, db, start, end, dName, 
+				   target1, target2, sessionNum):
+		"""
+		Basic controller of multithreading request.
+		Generates a list of all tickers, creates threads and distribute 
+		tasks to individual #_drudgery() functions.
+
+		parameters
+		----------
+		* db: pymongo.db object; the database which collections of bars will
+		  go into. Note that this database will be transferred to every 
+		  drudgery functions created by controller.
+
+		* start, end: string; Date mark formatted in 'YYYYMMDD'. Specifies the 
+		  start/end point of collections of bars.
+
+		* dName: string; the path of file where all tickers' infomation
+		  are stored in. 
+
+		* target1: method; targetting api method that overlord calls
+		  to get tasks list.
+
+		* target2: method; the corresponding drudgery function.
+
+		* sessionNum: integer; the number of threads that will be deploied.
+		  Concretely, the list of all tickers will be sub-divided into chunks,
+		  where chunkSize = len(allTickers)/sessionNum.
+
+		"""
+		if os.path.isfile(dName):
+			# if directory exists, read from it.
+			jsonFile = open(dName,'r')
+			allTickers = json.loads(jsonFile.read())
+			jsonFile.close()
+		else:
+			data = target1()
+			allTickers = list(data.body['ticker'])
+		
+		chunkSize = len(allTickers)/sessionNum
+		taskLists = [allTickers[k:k+chunkSize] for k in range(
+						0, len(allTickers), chunkSize)]
+		k = 0
+		for tasks in taskLists:
+			thrd = Thread(target = target2,
+						  args = (k, db, start, end, tasks))
+			thrd.start()
+			k += 1
+		return 1
+
+	def get_equity_D1_mongod(self, db, start, end, sessionNum=30):
+		"""
+		Controller of get equity D1 method.
+		"""
+		self.__overlord(db = db,
+						start = start,
+						end = end,
+						dName = 'names/equTicker.json',
+						target1 = self.get_equity_D1,
+						target2 = self.get_equity_D1_drudgery,
+						sessionNum = sessionNum)
+
+	def get_future_D1_mongod(self, db, start, end, sessionNum=30):
+		"""
+		Controller of get future D1 method.
+		"""
+		self.__overlord(db = db,
+						start = start,
+						end = end,
+						dName = 'names/futTicker.json',
+						target1 = self.get_future_D1,
+						target2 = self.get_future_D1_drudgery,
+						sessionNum = sessionNum)
+
+	def get_index_D1_mongod(self, db, start, end, sessionNum=30):
+		"""
+		Controller of get index D1 method.
+		"""
+		self.__overlord(db = db,
+						start = start,
+						end = end,
+						dName = 'names/idxTicker.json',
+						target1 = self.get_index_D1,
+						target2 = self.get_index_D1_drudgery,
+						sessionNum = sessionNum)
+
+	def get_bond_D1_mongod(self, db, start, end, sessionNum=30):
+		"""
+		Controller of get bond D1 method.
+		"""
+		self.__overlord(db = db,
+						start = start,
+						end = end,
+						dName = 'names/bndTicker.json',
+						target1 = self.get_bond_D1,
+						target2 = self.get_bond_D1_drudgery,
+						sessionNum = sessionNum)
+
+	def get_fund_D1_mongod(self, db, start, end, sessionNum=30):
+		"""
+		Controller of get fund D1 method.
+		"""
+		self.__overlord(db = db,
+						start = start,
+						end = end,
+						dName = 'names/fudTicker.json',
+						target1 = self.get_fund_D1,
+						target2 = self.get_fund_D1_drudgery,
+						sessionNum = sessionNum)
+
+	def get_option_D1_mongod(self, db, start, end, sessionNum=30):
+		"""
+		Controller of get option D1 method.
+		"""
+		self.__overlord(db = db,
+						start = start,
+						end = end,
+						dName = 'names/optTicker.json',
+						target1 = self.get_option_D1,
+						target2 = self.get_option_D1_drudgery,
+						sessionNum = sessionNum)
+
+	def get_equity_D1_mongod_(self, db, start, end, sessionNum=30):
+		"""
+		Outer controller of get equity D1 method. 
+		Generates a list of all tickers, creates threads and distribute 
+		tasks to individual get_equity_D1_drudgery() functions.
+
+		parameters
+		----------
+		* db: pymongo.db object; the database which collections of bars will
+		  go into. Note that this database will be transferred to every 
+		  drudgery functions created by controller.
+		* start, end: string; Date mark formatted in 'YYYYMMDD'. Specifies the 
+		  start/end point of collections of bars.
+		* sessionNum: integer; the number of threads that will be deploied.
+		  Concretely, the list of all tickers will be sub-divided into chunks,
+		  where chunkSize = len(allTickers)/sessionNum.
+
+		"""
+		# initialize task list.
+		dName = 'names/equTicker.json'
+		if os.path.isfile(dName):
+			# if directory exists, read from it.
+			jsonFile = open(dName,'r')
+			allTickers = json.loads(jsonFile.read())
+			jsonFile.close()
+		else:
+			data = self.get_equity_D1()
+			allTickers = list(data.body['ticker'])
+			
+		chunkSize = len(allTickers)/sessionNum
+		taskLists = [allTickers[k:k+chunkSize] for k in range(
+						0, len(allTickers), chunkSize)]
+		k = 0
+		for tasks in taskLists:
+			thrd = Thread(target = self.get_equity_D1_drudgery,
+						  args = (k, db, start, end, tasks))
+			thrd.start()
+			k += 1
+		return 1
+
+
+	#----------------------------------------------------------------------#
+	# to be deprecated
+
+	def get_equity_D1_drudgery_(self, id, db, 
+							    start, end, tasks=[]):
+		"""
+		Drudgery function of getting equity_D1 bars.
+		This method loops over a list of tasks(tickers) and get D1 bar
+		for all these tickers. A new feature 'date' will be automatically
+		added into every json-like documents, and specifies the datetime.
+		datetime() formatted date mark. With the default setting of MongoDB
+		in this module, this feature should be the unique index for all 
+		collections.
+
+		By programatically assigning creating and assigning tasks to drudgery
+		functions, multi-threading download of data can be achieved.
+
+		parameters
+		----------
+		* id: integer; the ID of Drudgery session.
+		* db: pymongo.db object; the database which collections of bars will
+		  go into.
+		* start, end: string; Date mark formatted in 'YYYYMMDD'. Specifies the 
+		  start/end point of collections of bars.
+		* tasks: list of strings; the tickers that this drudgery function
+		  loops over.
+
+		"""
+		if len(tasks) == 0:
+			return 0
+		# str to datetime inline functions.
+		todt = lambda str_dt: datetime.strptime(str_dt,'%Y-%m-%d')
+		update_dt = lambda d: d.update({'date':todt(d['tradeDate'])})
+		# loop over all tickers in task list.
+		k, n = 1, len(tasks)
+		for ticker in tasks:
+			try:
+				data = self.get_equity_D1(start = start,
+										  end = end, 
+										  ticker = ticker,
+										  output = 'list')
+				assert len(data) >= 1
+				map(update_dt, data) # add datetime feature to docs.
+				coll = db[ticker]
+				coll.insert_many(data)
+				print '[API|Session{}]: '.format(id) + \
+					  'Finished {} in {}.'.format(k, n)
+				k += 1
+			except ConnectionError:
+			# If choke connection, standby for 1sec an invoke again.
+				time.sleep(1)
+				self.get_equity_D1_drudgery(
+					 id, db, start, end, tasks)
+			except AssertionError:
+				msg = '[API|Session{}]: '.format(id) + \
+					  'Empty dataset in the response.'
+				print msg
+				pass
+			except Exception, e:
+				msg = '[API|Session{}]: '.format(id) + \
+					  'Exception encountered when ' + \
+					  'requesting data; ' + str(e)
+				print msg
+				pass
+
+	def get_equity_D1_mongod_(self, db, start, end, sessionNum=30):
+		"""
+		Outer controller of get equity D1 method. 
+		Generates a list of all tickers, creates threads and distribute 
+		tasks to individual get_equity_D1_drudgery() functions.
+
+		parameters
+		----------
+		* db: pymongo.db object; the database which collections of bars will
+		  go into. Note that this database will be transferred to every 
+		  drudgery functions created by controller.
+		* start, end: string; Date mark formatted in 'YYYYMMDD'. Specifies the 
+		  start/end point of collections of bars.
+		* sessionNum: integer; the number of threads that will be deploied.
+		  Concretely, the list of all tickers will be sub-divided into chunks,
+		  where chunkSize = len(allTickers)/sessionNum.
+
+		"""
+		# initialize task list.
+		dName = 'names/equTicker.json'
+		if os.path.isfile(dName):
+			# if directory exists, read from it.
+			jsonFile = open(dName,'r')
+			allTickers = json.loads(jsonFile.read())
+			jsonFile.close()
+		else:
+			data = self.get_equity_D1()
+			allTickers = list(data.body['ticker'])
+			
+		chunkSize = len(allTickers)/sessionNum
+		taskLists = [allTickers[k:k+chunkSize] for k in range(
+						0, len(allTickers), chunkSize)]
+		k = 0
+		for tasks in taskLists:
+			thrd = Thread(target = self.get_equity_D1_drudgery,
+						  args = (k, db, start, end, tasks))
+			thrd.start()
+			k += 1
+		return 1
+
+	#----------------------------------------------------------------------#
+
+	def get_equity_M1_drudgery(self, id, db, 
+							   start, end, tasks=[]):
+		"""
+		Drudgery function of getting equity_D1 bars.
+		This method loops over a list of tasks(tickers) and get D1 bar
+		for all these tickers. A new feature 'dateTime', combined by Y-m-d 
+		formatted date part and H:M time part, will be automatically added into 
+		every json-like documents. It would be a datetime.datetime() timestamp 
+		object. In this module, this feature should be the unique index for all 
+		collections.
+
+		By programatically assigning creating and assigning tasks to drudgery
+		functions, multi-threading download of data can be achieved.
+
+		parameters
+		----------
+		* id: integer; the ID of Drudgery session.
+		* db: pymongo.db object; the database which collections of bars will
+		  go into.
+		* start, end: string; Date mark formatted in 'YYYYMMDD'. Specifies the 
+		  start/end point of collections of bars. Note that to ensure the 
+		  success of every requests, the range amid start and end had better be 
+		  no more than one month. 
+		* tasks: list of strings; the tickers that this drudgery function
+		  loops over.
+
+		"""
+		if len(tasks) == 0:
+			return 0
+
+		# str to datetime inline functions.
+		todt = lambda str_d, str_t: datetime.strptime(
+				str_d + ' ' + str_t,'%Y-%m-%d %H:%M')
+		update_dt = lambda d: d.update(
+				{'dateTime':todt(d['dataDate'], d['barTime'])})
+
+		k, n = 1, len(tasks)
+		for secID in tasks:
+			try:
+				data = self.get_equity_M1(start = start,
+										  end = end, 
+										  secID = secID,
+										  output = 'list')
+				map(update_dt, data) # add datetime feature to docs.
+				coll = db[secID]
+				coll.insert_many(data)
+				print '[API|Session{}]: '.format(id) + \
+					  'Finished {} in {}.'.format(k, n)
+				k += 1
+			except ConnectionError:
+			# If choke connection, standby for 1sec an invoke again.
+				time.sleep(1)
+				self.get_equity_D1_drudgery(
+					 id, db, start, end, tasks)
+			except AssertionError:
+				msg = '[API|Session{}]: '.format(id) + \
+					  'Empty dataset in the response.'
+				print msg
+				pass
+			except Exception, e:
+				msg = '[API|Session{}]: '.format(id) + \
+					  'Exception encountered when ' + \
+					  'requesting data; ' + str(e)
+				print msg
+				pass
+
+	def get_equity_M1_interMonth(self, db, id,
+							     startYr=datetime.now().year-2, 
+							     endYr=datetime.now().year, 
+							     tasks=[]):
+		"""
+		Mid-level wrapper of get equity M1 method. 
+		Get 1-minute bar between specified start year and ending year for
+		more than one tickers in tasks list. 
+
+		parameters
+		----------
+		* db: pymongo.db object; the database which collections of bars will
+		  go into. Note that this database will be transferred to every 
+		  drudgery functions created by controller.
+		* id: integer; the ID of wrapper session.
+		* startYr, endYr: integer; the start and ending year amid which the
+		  1-minute bar data is gotten one month by another employing 
+		  get_equity_M1_drudgery() function. 
+		  Default values are this year and two years before now. 
+		  the complete time range will be sub-divided into months. And threads
+		  are deployed for each of these months.
+
+		  		- example
+		  		  -------
+		  		  Suppose .now() is Auguest 15th 2015. (20150815)
+		  		  startYr, endYr = 2014, 2015.
+		  		  then two list of strings will be generated:
+		  		  ymdStringStart = ['20140102','20140202', ... '20150802']
+		  		  ymdStringEnd = ['20140101','20140201', ... '20150801']
+		  		  the sub-timeRanges passed to drudgeries will be:
+		  		  (start, end): (20140102, 20140201), (20140202, 20140301),
+		  		  ..., (20150702, 20150801).
+		  		  So the actual time range is 20140102 - 20150801.
+
+		* sessionNum: integer; the number of threads that will be deploied.
+		  Concretely, the list of all tickers will be sub-divided into chunks,
+		  where chunkSize = len(allTickers)/sessionNum.
+
+		"""
+		# Construct yyyymmdd strings.(as ymdStrings list)
+		now = datetime.now()
+		years = [str(y) for y in range(startYr, endYr+1)]
+		monthDates = [(2-len(str(k)))*'0'+str(k)+'02' for k in range(1,13)]
+		ymdStringStart = [y+md for y in years for md in monthDates if (
+					  	  datetime.strptime(y+md,'%Y%m%d')<=now)]
+		monthDates = [(2-len(str(k)))*'0'+str(k)+'01' for k in range(1,13)]
+		ymdStringEnd = [y+md for y in years for md in monthDates if (
+					  	datetime.strptime(y+md,'%Y%m%d')<=now)]
+		k = 0
+		for t in range(len(ymdStringEnd)-1):
+			start = ymdStringStart[t]
+			end = ymdStringEnd[t+1]
+			subID = str(id) + '_' + str(k)
+			thrd = Thread(target = self.get_equity_M1_drudgery,
+						  args = (subID, db, start, end, tasks))
+			thrd.start()
+			k += 1
+
+
+	def get_equity_M1_all(self, db, 
+							 startYr=datetime.now().year-2, 
+							 endYr=datetime.now().year, 
+							 splitNum=10):
+		"""
+
+
+		"""
+		"""
+		# initialize task list.
+		data = self.get_equity_D1()
+		allTickers = list(data.body['ticker'])
+		exchangeCDs = list(data.body['exchangeCD'])
+		allSecIds = [allTickers[k]+'.'+exchangeCDs[k] for k in range(
+						len(allTickers))]
+		chunkSize = len(allSecIds)/splitNum
+		taskLists = [allSecIds[k:k+chunkSize] for k in range(
+						0, len(allSecIds), chunkSize)]
+
+		# Construct yyyymmdd strings.(as ymdStrings list)
+		now = datetime.now()
+		years = [str(y) for y in range(startYr, endYr+1)]
+		monthDates = [(2-len(str(k)))*'0'+str(k)+'01' for k in range(1,13)]
+		ymdStrings = [y+md for y in years for md in monthDates if (
+					  datetime.strptime(y+md,'%Y%m%d')<=now)]
+
+		print taskLists[0]
+		print ymdStrings
+		
+		k = 0
+		for t in range(len(ymdStrings)-1):
+			start = ymdStrings[t]
+			end = ymdStrings[t+1]
+			thrd = Thread(target = self.get_equity_M1_drudgery,
+							  args = (k, db, start, end, taskLists[0]))
+			thrd.start()
+			k += 1
+		return 1
+		"""
+		pass
+		
\ No newline at end of file
diff --git a/vn.datayes/config/db_EQU_D1.csv b/vn.datayes/config/db_EQU_D1.csv
new file mode 100644
index 00000000..e71cbb37
--- /dev/null
+++ b/vn.datayes/config/db_EQU_D1.csv
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diff --git a/vn.datayes/download.sh b/vn.datayes/download.sh
new file mode 100755
index 00000000..16c8942c
--- /dev/null
+++ b/vn.datayes/download.sh
@@ -0,0 +1,51 @@
+#!/bin/bash
+
+echo [API]: Prepare to construct DATAYES_FUTURE_D1, {20150101, 20150801}...
+python - << EOF
+from storage import *
+dc = DBConfig()
+api = PyApi(Config())
+mc = MongodController(dc, api)
+mc.download_future_D1('20150101','20150801')
+EOF
+echo [MONGOD]: DATAYES_FUTURE_D1 constructed.
+
+echo [API]: Prepare to construct DATAYES_OPTION_D1, {20150101, 20150801}...
+python - << EOF
+from storage import *
+dc = DBConfig()
+api = PyApi(Config())
+mc = MongodController(dc, api)
+mc.download_option_D1('20150101','20150801')
+EOF
+echo [MONGOD]: DATAYES_OPTION_D1 constructed.
+
+echo [API]: Prepare to construct DATAYES_INDEX_D1, {20150101, 20150801}...
+python - << EOF
+from storage import *
+dc = DBConfig()
+api = PyApi(Config())
+mc = MongodController(dc, api)
+mc.download_index_D1('20150101','20150801')
+EOF
+echo [MONGOD]: DATAYES_INDEX_D1 constructed.
+
+echo [API]: Prepare to construct DATAYES_FUND_D1, {20150101, 20150801}...
+python - << EOF
+from storage import *
+dc = DBConfig()
+api = PyApi(Config())
+mc = MongodController(dc, api)
+mc.download_fund_D1('20150101','20150801')
+EOF
+echo [MONGOD]: DATAYES_FUND_D1 constructed.
+
+echo [API]: Prepare to construct DATAYES_EQUITY_D1, {20130101, 20150801}...
+python - << EOF
+from storage import *
+dc = DBConfig()
+api = PyApi(Config())
+mc = MongodController(dc, api)
+mc.download_equity_D1('20130101','20150801')
+EOF
+echo [MONGOD]: DATAYES_EQUITY_D1 constructed.
\ No newline at end of file
diff --git a/vn.datayes/errors.py b/vn.datayes/errors.py
new file mode 100644
index 00000000..5471cb6f
--- /dev/null
+++ b/vn.datayes/errors.py
@@ -0,0 +1,33 @@
+
+class VNPAST_ConfigError(Exception):
+	"""
+	Config file error, raised when config.json or python object
+	is broken or invalid.
+
+	"""
+	pass
+
+class VNPAST_RequestError(Exception):
+	"""
+	HTTP Request Error, raised when response is not properly gotten:
+	* GET response.status code != 200.
+	* POST response.status code != 201.
+	* Connection timed out.
+	* ...
+
+	"""
+	pass
+
+class VNPAST_DatabaseError(Exception):
+	"""
+
+
+	"""
+	pass
+
+class VNPAST_DataConstructorError(Exception):
+	"""
+
+
+	"""
+	pass
\ No newline at end of file
diff --git a/vn.datayes/fun/fetch.R b/vn.datayes/fun/fetch.R
new file mode 100644
index 00000000..f0e1061f
--- /dev/null
+++ b/vn.datayes/fun/fetch.R
@@ -0,0 +1,58 @@
+ensure_pkgs = function(){
+    if (!'data.table' %in% installed.packages()){
+        install.packages('data.table')
+    }
+    if (!'rmongodb' %in% installed.packages()){
+        install.packages('rmongodb')
+    }
+    require(data.table)
+    require(rmongodb)
+    return(1)
+}
+
+get_connection = function(){
+    client = mongo.create()
+    return(client)
+}
+
+get_dbs = function(){
+    client = mongo.create()
+    if(mongo.is.connected(client) == TRUE) {
+        dbs = mongo.get.databases(client)
+    }
+    return(dbs)
+}
+
+get_colls = function(db){
+    client = mongo.create()
+    if(mongo.is.connected(client) == TRUE) {
+        colls = mongo.get.database.collections(client, db)
+    }
+    return(colls)
+}
+
+view_doc = function(coll, one=1){
+    client = mongo.create()
+    if(mongo.is.connected(client) == TRUE) {
+        if(one==1){
+            doc = mongo.find.one(client, coll)
+        }
+        else{
+            doc = mongo.find.all(client, coll)
+        }
+    }
+    return(doc)
+}
+
+fetch = function(coll, start, end){
+    client = mongo.create()
+    if(mongo.is.connected(client) == TRUE) {
+        docs = mongo.find.all(client, coll,
+                              query = list(
+                                  'date'=list('lte'=end),
+                                  'date'=list('gte'=start)
+                              ))
+    }
+    return(docs)
+}
+
diff --git a/vn.datayes/names/equTicker.json b/vn.datayes/names/equTicker.json
new file mode 100644
index 00000000..f0cf1146
--- /dev/null
+++ b/vn.datayes/names/equTicker.json
@@ -0,0 +1 @@
+["000001", "000002", "000004", "000005", "000006", "000007", "000008", "000009", "000010", "000011", "000012", "000014", "000016", "000017", "000018", "000019", "000020", "000021", "000022", "000023", "000024", "000025", "000026", "000027", "000028", "000029", "000030", "000031", "000032", "000033", "000034", "000035", "000036", "000037", "000038", "000039", "000040", "000042", "000043", "000045", "000046", "000048", "000049", "000050", "000055", "000056", "000058", "000059", "000060", "000061", "000062", "000063", "000065", "000066", "000068", "000069", "000070", "000078", "000088", "000089", "000090", "000096", "000099", "000100", "000150", "000151", "000153", "000155", "000156", "000157", "000158", "000159", "000166", "000301", "000333", "000338", "000400", "000401", "000402", "000403", "000404", "000407", "000408", "000409", "000410", "000411", "000413", "000415", "000416", "000417", "000418", "000419", "000420", "000421", "000422", "000423", "000425", "000426", "000428", 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\ No newline at end of file
diff --git a/vn.datayes/names/fudTicker.json b/vn.datayes/names/fudTicker.json
new file mode 100644
index 00000000..41985aff
--- /dev/null
+++ b/vn.datayes/names/fudTicker.json
@@ -0,0 +1 @@
+["150001", "150008", "150009", "150012", "150013", "150016", "150017", "150018", "150019", "150020", "150021", "150022", "150023", "150027", "150028", "150029", "150030", "150031", "150032", "150033", "150034", "150035", "150036", "150037", "150039", "150040", "150042", "150047", "150048", "150049", "150050", "150051", "150052", "150053", "150054", "150055", "150056", "150057", "150058", "150059", "150060", "150064", "150065", "150066", "150067", "150073", "150075", "150076", "150077", "150080", "150083", "150084", "150085", "150086", "150088", "150089", "150090", "150091", "150092", "150093", "150094", "150095", "150096", "150097", "150098", "150099", "150100", "150101", "150102", "150104", "150105", "150106", "150107", "150108", "150109", "150112", "150113", "150114", "150117", "150118", "150120", "150121", "150122", "150123", "150124", "150128", "150129", "150130", "150131", "150133", "150134", "150135", "150136", "150137", "150138", "150139", "150140", "150141", "150142", "150143", "150144", "150145", "150146", "150147", "150148", "150149", "150150", "150151", "150152", "150153", "150154", "150156", "150157", "150158", "150160", "150161", "150164", "150165", "150167", "150168", "150169", "150170", "150171", "150172", "150173", "150174", "150175", "150176", "150177", "150178", "150179", "150180", "150181", "150182", "150184", "150185", "150186", "150187", "150188", "150189", "150190", "150191", "150192", "150193", "150194", "150195", "150196", "150197", "150198", "150199", "150200", "150201", "150203", "150204", "150205", "150206", "150207", "150208", "150209", "150210", "150211", "150212", "150213", "150214", "150215", "150216", "150217", "150218", "150219", "150220", "150221", "150222", "150223", "150224", "150227", "150228", "150229", "150230", "150241", "150242", "159001", "159003", "159005", "159901", "159902", "159903", "159905", "159906", "159907", "159908", "159909", "159910", "159911", "159912", "159913", "159915", "159916", "159917", "159918", "159919", "159920", "159921", "159922", "159923", "159924", "159925", "159926", "159927", "159928", "159929", "159930", "159931", "159932", "159933", "159934", "159935", "159936", "159937", "159938", "159939", "159940", "160105", "160106", "160119", "160123", "160125", "160128", "160130", "160131", "160133", "160211", "160212", "160215", "160216", "160220", "160311", "160314", "160415", "160416", "160505", "160512", "160513", "160515", "160607", "160610", "160611", "160613", "160615", "160616", "160617", "160618", "160621", "160706", "160716", "160717", "160719", "160720", "160805", "160807", "160810", "160812", "160813", "160910", "160915", "160916", "160918", "160919", "161005", "161010", "161015", "161017", "161019", "161115", "161116", "161117", "161119", "161210", "161213", "161216", "161217", "161219", "161222", "161224", "161505", "161607", "161610", "161614", "161706", "161713", "161714", "161716", "161810", "161813", "161815", "161820", "161821", "161831", "161903", "161907", "161908", "161911", "162006", "162105", "162207", "162307", "162308", "162411", "162605", "162607", "162703", "162711", "162712", "162715", "163001", "163110", "163208", "163210", "163302", "163402", "163407", "163409", "163412", "163415", "163503", "163801", "163819", "163821", "163824", "163827", "164105", "164208", "164606", "164701", "164702", "164705", "164808", "164810", "164814", "164815", "164902", "165309", "165311", "165313", "165508", "165509", "165510", "165512", "165513", "165516", "165517", "165705", "165806", "166001", "166006", "166007", "166008", "166009", "166011", "166401", "166902", "166904", "167901", "169101", "184721", "184722", "184728", "500038", "500056", "500058", "502000", "502001", "502002", "502048", "502049", "502050", "505888", "510010", "510020", "510030", "510050", "510060", "510070", "510090", "510110", "510120", "510130", "510150", "510160", "510170", "510180", "510190", "510210", "510220", "510230", "510260", "510270", "510280", "510290", "510300", "510310", "510330", "510410", "510420", "510430", "510440", "510450", "510500", "510510", "510520", "510610", "510620", "510630", "510650", "510660", "510680", "510700", "510880", "510900", "511010", "511210", "511220", "511800", "511810", "511860", "511880", "511990", "512010", "512070", "512110", "512120", "512210", "512220", "512230", "512300", "512310", "512600", "512610", "512640", "512990", "513030", "513100", "513500", "513600", "513660", "518800", "518880"]
\ No newline at end of file
diff --git a/vn.datayes/names/futTicker.json b/vn.datayes/names/futTicker.json
new file mode 100644
index 00000000..8ea62647
--- /dev/null
+++ b/vn.datayes/names/futTicker.json
@@ -0,0 +1 @@
+["a1505", "a1507", "a1509", "a1511", "a1601", "a1603", "a1605", "a1607", "a1609", "Ag(T+D)", "ag1505", "ag1506", "ag1507", "ag1508", "ag1509", "ag1510", "ag1511", "ag1512", "ag1601", "ag1602", "ag1603", "ag1604", "al1505", "al1506", "al1507", "al1508", "al1509", "al1510", "al1511", "al1512", "al1601", "al1602", "al1603", "al1604", "Au(T+D)", "au1505", "au1506", "au1507", "au1508", "au1510", "au1512", "au1602", "au1604", "b1505", "b1507", "b1509", "b1511", "b1601", "b1603", "bb1505", "bb1506", "bb1507", "bb1508", "bb1509", "bb1510", "bb1511", "bb1512", "bb1601", "bb1602", "bb1603", "bb1604", "bu1505", "bu1506", "bu1507", "bu1508", "bu1509", "bu1510", "bu1512", "bu1603", "bu1606", "bu1609", "bu1612", "bu1703", "c1505", "c1507", "c1509", "c1511", "c1601", "c1603", "CBOZF", "CBOZL", "CBOZN", "CBOZT", "CF505", "CF507", "CF509", "CF511", "CF601", "CF603", "COMGC", "COMHG", "COMSI", "cs1505", "cs1507", "cs1509", "cs1511", "cs1601", "cs1603", "cu1505", "cu1506", "cu1507", "cu1508", "cu1509", "cu1510", "cu1511", "cu1512", "cu1601", "cu1602", "cu1603", "cu1604", "fb1505", "fb1506", "fb1507", "fb1508", "fb1509", "fb1510", "fb1511", "fb1512", "fb1601", "fb1602", "fb1603", "fb1604", "FG505", "FG506", "FG507", "FG508", "FG509", "FG510", "FG511", "FG512", "FG601", "FG602", "FG603", "FG604", "fu1506", "fu1507", "fu1508", "fu1509", "fu1510", "fu1511", "fu1512", "fu1601", "fu1603", "fu1604", "fu1605", "hc1505", "hc1506", "hc1507", "hc1508", "hc1509", "hc1510", "hc1511", "hc1512", "hc1601", "hc1602", "hc1603", "hc1604", "i1505", "i1506", "i1507", "i1508", "i1509", "i1510", "i1511", "i1512", "i1601", "i1602", "i1603", "i1604", "IC1505", "IC1506", "IC1509", "IC1512", "IF1505", "IF1506", "IF1509", "IF1512", "IH1505", "IH1506", "IH1509", "IH1512", "j1505", "j1506", "j1507", "j1508", "j1509", "j1510", "j1511", "j1512", "j1601", "j1602", "j1603", "j1604", "jd1505", "jd1506", "jd1509", "jd1510", "jd1511", "jd1512", "jd1601", "jd1602", "jd1603", "jd1604", "jm1505", "jm1506", "jm1507", "jm1508", "jm1509", "jm1510", "jm1511", "jm1512", "jm1601", "jm1602", "jm1603", "jm1604", "JR505", "JR507", "JR509", "JR511", "JR601", "JR603", "l1505", "l1506", "l1507", "l1508", "l1509", "l1510", "l1511", "l1512", "l1601", "l1602", "l1603", "l1604", "LLG", "LR505", "LR507", "LR509", "LR511", "LR601", "LR603", "m1505", "m1507", "m1508", "m1509", "m1511", "m1512", "m1601", "m1603", "MA506", "MA507", "MA508", "MA509", "MA510", "MA511", "MA512", "MA601", "MA602", "MA603", "MA604", "ME505", "ni1507", "ni1508", "ni1509", "ni1510", "ni1511", "ni1512", "ni1601", "ni1602", "ni1603", "ni1604", "NYMBZ", "NYMNG", "OI505", "OI507", "OI509", "OI511", "OI601", "OI603", "p1505", "p1506", "p1507", "p1508", "p1509", "p1510", "p1511", "p1512", "p1601", "p1602", "p1603", "p1604", "pb1505", "pb1506", "pb1507", "pb1508", "pb1509", "pb1510", "pb1511", "pb1512", "pb1601", "pb1602", "pb1603", "pb1604", "PM505", "PM507", "PM509", "PM511", "PM601", "PM603", "pp1505", "pp1506", "pp1507", "pp1508", "pp1509", "pp1510", "pp1511", "pp1512", "pp1601", "pp1602", "pp1603", "pp1604", "rb1505", "rb1506", "rb1507", "rb1508", "rb1509", "rb1510", "rb1511", "rb1512", "rb1601", "rb1602", "rb1603", "rb1604", "RI505", "RI507", "RI509", "RI511", "RI601", "RI603", "RM505", "RM507", "RM508", "RM509", "RM511", "RM601", "RM603", "RS507", "RS508", "RS509", "RS511", "ru1505", "ru1506", "ru1507", "ru1508", "ru1509", "ru1510", "ru1511", "ru1601", "ru1603", "ru1604", "SF505", "SF506", "SF507", "SF508", "SF509", "SF510", "SF511", "SF512", "SF601", "SF602", "SF603", "SF604", "SM505", "SM506", "SM507", "SM508", "SM509", "SM510", "SM511", "SM512", "SM601", "SM602", "SM603", "SM604", "sn1507", "sn1508", "sn1509", "sn1510", "sn1511", "sn1512", "sn1601", "sn1602", "sn1603", "sn1604", "SR505", "SR507", "SR509", "SR511", "SR601", "SR603", "SR605", "SR607", "SR609", "T1509", "T1512", "T1603", "TA505", "TA506", "TA507", "TA508", "TA509", "TA510", "TA511", "TA512", "TA601", "TA602", "TA603", "TA604", "TC506", "TC507", "TC508", "TC509", "TC510", "TC511", "TC512", "TC601", "TC602", "TC603", "TC604", "TF1506", "TF1509", "TF1512", "TOCRU", "v1505", "v1506", "v1507", "v1508", "v1509", "v1510", "v1511", "v1512", "v1601", "v1602", "v1603", "v1604", "WH505", "WH507", "WH509", "WH511", "WH601", "WH603", "wr1505", "wr1506", "wr1507", "wr1508", "wr1509", "wr1510", "wr1511", "wr1512", "wr1601", "wr1602", "wr1603", "wr1604", "y1505", "y1507", "y1508", "y1509", "y1511", "y1512", "y1601", "y1603", "zn1505", "zn1506", "zn1507", "zn1508", "zn1509", "zn1510", "zn1511", "zn1512", "zn1601", "zn1602", "zn1603", "zn1604"]
\ No newline at end of file
diff --git a/vn.datayes/names/idxTicker.json b/vn.datayes/names/idxTicker.json
new file mode 100644
index 00000000..1e572d8f
--- /dev/null
+++ b/vn.datayes/names/idxTicker.json
@@ -0,0 +1 @@
+["000001", "000002", "000003", "000004", "000005", "000006", "000007", "000008", "000009", "000010", "000011", "000012", "000013", "000015", "000016", "000017", "000018", "000019", "000020", "000021", "000022", "000023", "000025", "000026", "000027", "000028", "000029", "000030", "000031", "000032", "000033", "000034", "000035", "000036", "000037", "000038", "000039", "000040", "000041", "000042", "000043", "000044", "000045", "000046", "000047", "000048", "000049", "000050", "000051", "000052", "000053", "000054", "000055", "000056", "000057", "000058", "000059", "000060", "000061", "000062", "000063", "000064", "000065", "000066", "000067", "000068", "000069", "000070", "000071", "000072", "000073", "000074", "000075", "000076", "000077", "000078", "000079", "000090", "000091", "000092", "000093", "000094", "000095", "000096", "000097", "000098", "000099", "000100", "000101", "000102", "000103", "000104", "000105", "000106", "000107", "000108", "000109", "000110", "000111", "000112", "000113", "000114", "000115", "000116", "000117", "000118", "000119", "000120", "000121", "000122", "000123", "000125", "000126", "000128", "000129", "000130", "000131", "000132", "000133", "000134", "000135", "000136", "000137", "000138", "000139", "000141", "000142", "000145", "000146", "000147", "000148", "000149", "000150", "000151", "000152", "000153", "000155", "000158", "000159", "000160", "000300", "000801", "000802", "000803", "000804", "000805", "000806", "000807", "000808", "000809", "000810", "000811", "000812", "000813", "000814", "000815", "000816", "000817", "000818", "000819", "000820", "000821", "000822", "000823", "000824", "000825", "000826", "000827", "000828", "000829", "000830", "000831", "000832", "000833", "000838", "000839", "000840", "000841", "000842", "000843", "000844", "000846", "000847", "000849", "000850", "000851", "000852", "000855", "000901", "000902", "000903", "000904", "000905", "000906", "000907", "000908", "000909", "000910", "000911", "000912", "000913", "000914", "000915", "000916", "000917", "000918", "000919", "000920", "000921", "000922", "000923", "000924", "000925", "000926", "000927", "000928", "000929", "000930", "000931", "000932", "000933", "000934", "000935", "000936", "000937", "000938", "000939", "000940", "000941", "000942", "000943", "000944", "000945", "000946", "000947", "000948", "000949", "000950", "000951", "000952", "000953", "000954", "000955", "000956", "000957", "000958", "000959", "000960", "000961", "000962", "000963", "000964", "000965", "000966", "000967", "000968", "000969", "000970", "000971", "000972", "000973", "000974", "000975", "000976", "000977", "000978", "000979", "000980", "000981", "000982", "000983", "000984", "000985", "000986", "000987", "000988", "000989", "000990", "000991", "000992", "000993", "000994", "000995", "000996", "000997", "000998", "000999", "399001", "399002", "399003", "399004", "399005", "399006", "399007", "399008", "399009", "399010", "399011", "399012", "399013", "399100", "399101", "399102", "399103", "399106", "399107", "399108", "399231", "399232", "399233", "399234", "399235", "399236", "399237", "399238", "399239", "399240", "399241", "399242", "399243", "399244", "399248", "399249", "399298", "399299", "399300", "399301", "399302", "399303", "399305", "399306", "399307", "399310", "399311", "399312", "399313", "399314", "399315", "399316", "399317", "399318", "399319", "399320", "399321", "399322", "399324", "399326", "399328", "399330", "399332", "399333", "399335", "399337", "399339", "399341", "399344", "399346", "399348", "399350", "399351", "399352", "399353", "399355", "399356", "399357", "399358", "399359", "399360", "399361", "399362", "399363", "399364", "399365", "399366", "399367", "399368", "399369", "399370", "399371", "399372", "399373", "399374", "399375", "399376", "399377", "399378", "399379", "399380", "399381", "399382", "399383", "399384", "399385", "399386", "399387", "399388", "399389", "399390", "399391", "399392", "399393", "399394", "399395", "399396", "399397", "399398", "399399", "399400", "399401", "399402", "399403", "399404", "399405", "399406", "399407", "399408", "399409", "399410", "399411", "399412", "399413", "399415", "399416", "399417", "399418", "399419", "399420", "399481", "399550", "399551", "399552", "399553", "399554", "399555", "399556", "399557", "399602", "399604", "399606", "399608", "399610", "399611", "399612", "399613", "399614", "399615", "399616", "399617", "399618", "399619", "399620", "399621", "399622", "399623", "399624", "399625", "399626", "399627", "399628", "399629", "399630", "399631", "399632", "399633", "399634", "399635", "399636", "399637", "399638", "399639", "399640", "399641", "399642", "399643", "399644", "399645", "399646", "399647", "399648", "399649", "399650", "399651", "399652", "399653", "399654", "399655", "399656", "399657", "399658", "399659", "399660", "399661", "399662", "399663", "399664", "399665", "399666", "399667", "399668", "399669", "399670", "399671", "399672", "399673", "399701", "399702", "399703", "399704", "399705", "399706", "399707", "399802", "399803", "399804", "399805", "399806", "399807", "399808", "399809", "399810", "399811", "399901", "399903", "399904", "399905", "399907", "399908", "399909", "399910", "399911", "399912", "399913", "399914", "399915", "399916", "399917", "399918", "399919", "399920", "399922", "399923", "399925", "399926", "399927", "399928", "399929", "399930", "399931", "399932", "399933", "399934", "399935", "399936", "399937", "399938", "399939", "399941", "399942", "399943", "399944", "399945", "399946", "399947", "399948", "399949", "399950", "399951", "399952", "399953", "399954", "399956", "399957", "399958", "399959", "399960", "399961", "399962", "399963", "399964", "399965", "399966", "399967", "399968", "399969", "399970", "399971", "399972", "399973", "399974", "399975", "399977", "399978", "399979", "399980", "399982", "399990", "399991", "399992", "399993", "399994", "399995", "399996", "399997", "399998", "801001", "801002", "801003", "801005", "801010", "801020", "801030", "801040", "801050", "801080", "801110", "801120", "801130", "801140", "801150", "801160", "801170", "801180", "801200", "801210", "801230", "801250", "801260", "801270", "801280", "801300", "801710", "801720", "801730", "801740", "801750", "801760", "801770", "801780", "801790", "801811", "801812", "801813", "801821", "801822", "801823", "801831", "801832", "801833", "801841", "801842", "801843", "801851", "801852", "801853", "801862", "801863", "801880", "801890", "801901", "801903", "801905", "802600", "802611", "802612", "803611", "803612", "803613", "DYCB1", "DYCB10", "DYCB11", "DYCB12", "DYCB13", "DYCB14", "DYCB15", "DYCB16", "DYCB17", "DYCB18", "DYCB19", "DYCB2", "DYCB20", "DYCB21", "DYCB22", "DYCB23", "DYCB24", "DYCB25", "DYCB26", "DYCB27", "DYCB28", "DYCB29", "DYCB3", "DYCB30", "DYCB31", "DYCB32", "DYCB33", "DYCB34", "DYCB35", "DYCB36", "DYCB37", "DYCB38", "DYCB39", "DYCB4", "DYCB40", "DYCB41", "DYCB42", "DYCB43", "DYCB44", "DYCB45", "DYCB46", "DYCB5", "DYCB6", "DYCB7", "DYCB8", "DYCB9", "H00985", "H01001", "H01006", "H01017", "H11001", "H11006", "H11009", "H11017", "H11020", "H11021", "H11022", "H11023", "H11024", "H11025", "H11026", "H11061", "H11062", "H11063", "H11064", "H11065", "H11066", "H11067", "H11068", "H11069", "H30008", "H30009", "H30021", "H30069", "H30070", "H30071", "H30072", "H30075", "H30076", "H30077", "H30078", "H30120", "H30121", "H30122", "H30123", "H30224", "H30225", "H30226", "H30227", "H30228", "H30264", "H30265", "H30266", "H30318"]
\ No newline at end of file
diff --git a/vn.datayes/names/optTicker.json b/vn.datayes/names/optTicker.json
new file mode 100644
index 00000000..c18a8958
--- /dev/null
+++ b/vn.datayes/names/optTicker.json
@@ -0,0 +1 @@
+["510050C1512M02950", "510050P1512M03500", "510050C1512M02900", "510050P1512M02950", "510050P1512M02900", "510050C1505M03200", "510050P1505M03200", "510050C1506M03200", "510050P1506M03200", "510050C1509M03200", "510050P1509M03200", "510050C1506M03500", "510050P1505M03500", "510050C1509M03500", "510050P1506M03500", "510050P1512M03300", "510050P1512M03200", "510050C1505M03500", "510050P1512M03400", "510050P1506M02500", "510050C1509M02500", "510050P1509M02500", "510050C1512M03500", "510050P1509M03500", "510050C1506M02500", "510050C1506M03400", "510050P1505M03400", "510050C1509M03300", "510050P1506M03300", "510050C1506M03300", "510050P1505M03300", "510050C1505M03400", "510050P1509M03300", "510050C1505M03300", "510050P1509M02450", "510050C1509M02450", "510050P1506M02450", "510050C1506M02450", "510050P1509M02400", "510050P1506M03000", "510050C1509M03000", "510050P1505M03000", "510050C1506M03000", "510050C1505M03000", "510050P1509M02950", "510050C1509M02950", "510050P1509M02900", "510050P1509M02600", "510050P1506M02600", "510050C1509M02600", "510050C1506M02650", "510050P1506M02650", "510050C1509M02650", "510050P1509M03000", "510050C1505M03100", "510050C1506M03100", "510050P1505M03100", "510050C1509M03100", "510050P1506M03100", "510050P1509M03100", "510050C1506M02750", "510050P1506M02750", "510050C1509M02750", "510050P1509M02750", "510050P1509M02550", "510050C1506M02550", "510050C1509M02550", "510050P1506M02550", "510050C1506M02600", "510050P1506M02850", "510050C1509M02850", "510050P1509M02850", "510050P1509M02700", "510050C1505M02850", "510050P1505M02800", "510050P1505M02850", "510050C1506M02850", "510050P1509M02650", "510050C1509M02700", "510050P1506M02700", "510050C1506M02700", "510050P1509M02200", "510050P1509M02250", "510050C1509M02350", "510050C1509M02400", "510050C1509M02250", "510050C1509M02300", "510050P1506M02400", "510050C1509M02200", "510050P1509M02300", "510050P1509M02350", "510050P1506M02900", "510050C1506M02950", "510050C1506M02900", "510050P1505M02950", "510050P1505M02900", "510050C1505M02950", "510050C1505M02900", "510050C1509M02900", "510050P1506M02950", "510050C1505M02650", "510050C1505M02700", "510050P1506M02800", "510050C1509M02800", "510050C1506M02800", "510050C1505M02550", "510050C1505M02600", "510050P1509M02800", "510050C1505M02500", "510050P1509M03400", "510050P1506M02300", "510050C1505M02800", "510050C1505M02750", "510050P1505M02700", "510050P1505M02750", "510050P1505M02550", "510050P1505M02500", "510050P1505M02650", "510050P1505M02600", "510050C1506M02300", "510050C1506M02250", "510050P1506M02350", "510050C1512M03000", "510050P1506M03400", "510050C1509M03400", "510050C1512M03300", "510050C1512M03400", "510050C1512M03100", "510050C1512M03200", "510050C1506M02200", "510050P1512M03000", "510050P1512M03100", "510050C1506M02400", "510050C1506M02350", "510050P1506M02250", "510050P1506M02200"]
\ No newline at end of file
diff --git a/vn.datayes/names/secID.json b/vn.datayes/names/secID.json
new file mode 100644
index 00000000..d1c73ff4
--- /dev/null
+++ b/vn.datayes/names/secID.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/vn.datayes/prepare.sh b/vn.datayes/prepare.sh
new file mode 100755
index 00000000..61470ff7
--- /dev/null
+++ b/vn.datayes/prepare.sh
@@ -0,0 +1,84 @@
+#!/bin/bash
+
+dir_n=names
+if [ ! -d $dir_n ]; then
+	mkdir $dir_n
+fi
+
+dir_c=config
+if [ ! -d $dir_c ]; then
+	mkdir $dir_c
+fi
+
+echo [vn-past]: Configuration starts.
+
+python - << EOF
+
+from storage import *
+import pandas as pd
+import os
+dc = DBConfig()
+api = PyApi(Config())
+mc = MongodController(dc, api)
+
+mc._collNames['equTicker'] = mc._allEquTickers()
+print '[MONGOD]: Equity tickers collected.'
+
+mc._collNames['secID'] = mc._allSecIds()
+print '[MONGOD]: Security IDs collected.'
+
+mc._collNames['futTicker'] = mc._allFutTickers()
+print '[MONGOD]: Future tickers collected.'
+
+mc._collNames['optTicker'] = mc._allOptTickers()
+print '[MONGOD]: Option symbols collected.'
+
+mc._collNames['fudTicker'] = mc._allFudTickers()
+print '[MONGOD]: Mutual Fund symbols collected.'
+
+mc._collNames['idxTicker'] = mc._allIdxTickers()
+print '[MONGOD]: Index symbols collected.'
+
+mc._ensure_index()
+
+EOF
+
+
+echo [vn-past]: Configuration finished.
+echo [vn-past]: Selected databases: 
+cd ./names
+ls -l
+
+echo [vn-past]: Prepare to construct[c]/update[u] databases...
+
+read -r -p "[vn-past]: Waiting for orders[c/u]: " response
+if [[ $response =~ ^([uU][pP][dD][aA][tT][eE]|[uU])$ ]]
+then 
+	echo [API]: Prepare to update data...
+	read -r -p "[API]: Confirm? [y/N] " response
+	if [[ $response =~ ^([yY][eE][sS]|[yY])$ ]]
+	then
+		cd -
+		chmod +x update.sh
+		./update.sh
+
+	else
+	    echo [vn-past]: Do not update.
+	    :
+	fi
+
+else
+	echo [API]: Prepare to download Bars...
+	read -r -p "[API]: Confirm? [y/N] " response
+	if [[ $response =~ ^([yY][eE][sS]|[yY])$ ]]
+	then
+		cd -
+		chmod +x download.sh
+		./download.sh
+
+	else
+	    echo [vn-past]: Do not download.
+	    :
+	fi
+fi
+echo [vn-past]: Finished.
\ No newline at end of file
diff --git a/vn.datayes/storage.py b/vn.datayes/storage.py
new file mode 100644
index 00000000..ed86a9e1
--- /dev/null
+++ b/vn.datayes/storage.py
@@ -0,0 +1,657 @@
+import os
+import json
+import pymongo
+import pandas as pd
+
+from datetime import datetime, timedelta
+from api import Config, PyApi
+from api import BaseDataContainer, History, Bar
+
+from errors import (VNPAST_ConfigError, VNPAST_RequestError,
+VNPAST_DataConstructorError, VNPAST_DatabaseError)
+
+class DBConfig(Config):
+	"""
+	Json-like config object; inherits from Config()
+
+	Contains all kinds of settings relating to database settings.
+
+	privates
+	--------
+	Inherited from api.Config, plus:
+
+	* client: pymongo.MongoClient object, the connection
+	  that is to be used for this session.
+	* body: dictionary; the main content of config.
+
+			- client: pymongo.MongoClient(), refers to self.client.
+
+			- dbs: dictionary, is a mapping from database alias 
+				   to another dictionary, which inclues configurations
+				   and themselves(i.e. pymongo.database entity)
+				   Concretely, dbs has the structure like:
+				   {
+				   		alias1 : {
+				   			'self': client[dbName1],
+				   			'index': dbIndex1,
+				   			'collNames': collectionNameType1
+				   		},
+				   		alias2 : {
+				   			'self': client[dbName2],
+				   			'index': dbIndex2,
+				   			'collNames': collectionNameType2
+				   		}, ...
+				   }
+				   where alias#: string;
+				   		 dbs.alias#.self: pymongo.database;
+				   		 dbs.alias#.index: string;
+				   		 dbs.alias#.collNames: string;
+
+			- dbNames: list; a list of database alias.
+
+	"""
+	head = 'DB config'
+
+	client = pymongo.MongoClient()
+	body = {
+		'client': client,
+		'dbs': {
+			'EQU_M1': {
+				'self': client['DATAYES_EQUITY_M1'],
+				'index': 'dateTime',
+				'collNames': 'secID'
+			},
+			'EQU_D1': {
+				'self': client['DATAYES_EQUITY_D1'],
+				'index': 'date',
+				'collNames': 'equTicker'
+			},
+			'FUT_D1': {
+				'self': client['DATAYES_FUTURE_D1'],
+				'index': 'date',
+				'collNames': 'futTicker'
+			},
+			'OPT_D1': {
+				'self': client['DATAYES_OPTION_D1'],
+				'index': 'date',
+				'collNames': 'optTicker'
+			},
+			'FUD_D1': {
+				'self': client['DATAYES_FUND_D1'],
+				'index': 'date',
+				'collNames': 'fudTicker'
+			},
+			'IDX_D1': {
+				'self': client['DATAYES_INDEX_D1'],
+				'index': 'date',
+				'collNames': 'idxTicker'
+			}
+		},
+		'dbNames': ['EQU_M1', 'EQU_D1', 'FUT_D1', 
+					'OPT_D1', 'FUD_D1', 'IDX_D1']
+	}
+
+	def __init__(self, head=None, token=None, body=None):
+		""" 
+		Inherited constructor. 
+
+		parameters
+		----------
+		* head: string; the name of config file. Default is None.
+		* token: string; user's token.
+		* body: dictionary; the main content of config
+		"""
+		super(DBConfig, self).__init__(head, token, body)
+
+	def view(self):
+		""" Reloaded Prettify printing method. """
+		config_view = {
+			'dbConfig_head' : self.head,
+			'dbConfig_body' : str(self.body),
+		}
+		print json.dumps(config_view, 
+						 indent=4, 
+						 sort_keys=True)
+
+#----------------------------------------------------------------------
+# MongoDB Controller class
+
+class MongodController(object):
+	"""
+	The MongoDB controller interface.
+
+	MongodController is initialized with a DBConfig configuration
+	object and a PyApi object, which has already been contructed with
+	its own Config json. The default version of constructor actually
+	does nothing special about the database. Yet if user executes shell
+	script prepare.sh to prepare the connection, MongodController will
+	firstly gather symbols that are going to become collection names
+	in corresponding databases. This process is done one database by another,
+	user can skip useless databases by editing the scripts.
+	Then, it ensures the index of each collection due to the 'index' value
+	in DBConfig.body.dbs. Concretely, for D1 bars, the index will be 'date',
+	and for intraday bars, it will be 'dateTime'; both take the form of 
+	datetime.datetime timestamp.
+
+	download() and update() methods of controller dynamically construct 
+	and maintain the databases, requesting data via PyApi. Once the database
+	is constructed, MongodController can access required data via its fetch()
+	method.
+
+
+	privates
+	--------
+	* _config: DBConfig object; a container of all useful settings for the
+	  databases.
+
+	* _api: PyApi object; is responsible for making requests.
+
+	* _client: pymongo.MongoClient object; the connection to MongoDB.
+
+	* _dbs: dictionary; a mapping from database names to another dictionary,
+	  which includes configurations of the database and the pymongo.database
+	  entity. Inherited from _config.body.['dbs']. Note that keys
+	  self._dbs are mere strings, only self._dbs[key]['self'] refers to the 
+	  pymongo.Database object.
+
+	* _dbNames: list; a list of names of databases.
+
+	* _collNames: dictionary; mapping from self._db[key]['collNames'] attribute
+	  to the names of collections(i.e. tickers) within.
+	  		- example: _collNames['equTicker'] = ['000001', '000002', ...]
+
+	* _connected: boolean; whether the MongoClient was connected to or not.
+
+	* _mapTickersToSecIDs: dictionary; mapping from stock tickers to 
+	  its security ID.
+
+
+	example
+	-------
+	>> myApi = PyApi(Config())
+	>> mydbs = DBConfig()
+	>> controller = MongodController(mydbs, myApi)
+	>> controller._get_coll_names()
+	>> controller._ensure_index()
+	>> controller.download_equity_D1(20130101, 20150801)
+	>> controller.update_equity_D1()
+
+	"""
+	_config = DBConfig()
+	_api = None
+
+	_client = None
+	_dbs = None
+	_dbNames = []
+	_collNames = dict()
+	_connected = False
+
+	_mapTickersToSecIDs = dict()
+
+	def __init__(self, config, api):
+		"""
+		Constructor.
+
+		parameters
+		----------
+		* config: DBConfig object; specifies database configs.
+		* api: PyApi object.
+
+		"""
+		self._api = api # Set Datayes PyApi.
+		if config.body:
+			try:
+				self._config = config.body
+				self._client = config.body['client']
+				self._dbs = config.body['dbs']
+				self._dbNames = config.body['dbNames']
+				self._connected = True
+			except KeyError:
+				msg = '[MONGOD]: Unable to configure database; ' + \
+					  'config file is incomplete.'
+				raise VNPAST_ConfigError(msg)
+			except Exception,e:
+				msg = '[MONGOD]: Unable to configure database; ' + str(e)
+				raise VNPAST_ConfigError(msg)
+
+		if self._connected:
+			#self._get_coll_names()
+			#self._ensure_index()
+			pass
+
+	def view(self):
+		"""
+		NOT IMPLEMENTED
+		"""
+		return
+
+	#----------------------------------------------------------------------
+	# Get collection names methods.
+
+	"""
+	Decorator;
+	Targeting at path dName, if exists, read data from this file;
+	if not, execute handle() which returns a json-like data and
+	stores the data at dName path.
+
+	parameters
+	----------
+	* dName: string; the specific path of file that __md looks at.
+	"""
+	def __md(dName):
+		def _md(get):
+			def handle(*args, **kwargs):
+				try:
+					if os.path.isfile(dName):
+						# if directory exists, read from it.
+						jsonFile = open(dName,'r')
+						data = json.loads(jsonFile.read())
+						jsonFile.close()
+					else:
+						# if not, get data via *get method, 
+						# then write to the file.
+						data = get(*args, **kwargs)
+						jsonFile = open(dName, 'w+')
+						jsonFile.write(json.dumps(data))
+						jsonFile.close()
+					#print data
+					return data
+				except Exception,e:
+					raise e
+			return handle
+		return _md
+
+	@__md('names/equTicker.json')
+	def _allEquTickers(self):
+		"""get all equity tickers, decorated by @__md()."""
+		data = self._api.get_equity_D1()
+		allEquTickers = list(data.body['ticker'])
+		return allEquTickers
+
+	@__md('names/secID.json')
+	def _allSecIds(self):
+		"""get all security IDs, decorated by @__md()."""
+		data = self._api.get_equity_D1()
+		allTickers = list(data.body['ticker'])
+		exchangeCDs = list(data.body['exchangeCD'])
+		allSecIds = [allTickers[k]+'.'+exchangeCDs[k] for k in range(
+					len(allTickers))]
+		return allSecIds
+
+	@__md('names/futTicker.json')
+	def _allFutTickers(self):
+		"""get all future tickers, decorated by @__md()."""
+		data = self._api.get_future_D1()
+		allFutTickers = list(data.body['ticker'])
+		return allFutTickers
+
+	@__md('names/optTicker.json')
+	def _allOptTickers(self):
+		"""get all option tickers, decorated by @__md()."""
+		data = self._api.get_option_D1()
+		allOptTickers = list(data.body['ticker'])
+		return allOptTickers
+
+	@__md('names/fudTicker.json')
+	def _allFudTickers(self):
+		"""get all fund tickers, decorated by @__md()."""
+		data = self._api.get_fund_D1()
+		allFudTickers = list(data.body['ticker'])
+		return allFudTickers
+
+	@__md('names/idxTicker.json')
+	def _allIdxTickers(self):
+		"""get all index tickers, decorated by @__md()."""
+		data = self._api.get_index_D1()
+		allIdxTickers = list(data.body['ticker'])
+		return allIdxTickers
+
+	@__md('names/bndTicker.json')
+	def _allBndTickers(self):
+		"""get all bond tickers, decorated by @__md()."""
+		data = self._api.get_bond_D1()
+		allBndTickers = list(data.body['ticker'])
+		return allBndTickers
+
+	def _get_coll_names(self):
+		"""
+		get all instruments'names and store them in self._collNames.
+
+		"""
+		try:
+			if not os.path.exists('names'):
+				os.makedirs('names')
+
+			self._collNames['equTicker'] = self._allEquTickers()
+			self._collNames['fudTicker'] = self._allFudTickers()
+			self._collNames['secID'] = self._allSecIds()
+			self._collNames['futTicker'] = self._allFutTickers()
+			self._collNames['optTicker'] = self._allOptTickers()
+			self._collNames['idxTicker'] = self._allIdxTickers()
+
+			print '[MONGOD]: Collection names gotten.'
+			return 1
+		except AssertionError: 
+			warning = '[MONGOD]: Warning, collection names ' + \
+					  'is an empty list.'
+			print warning
+		except Exception, e:
+			msg = '[MONGOD]: Unable to set collection names; ' + \
+				   str(e)
+			raise VNPAST_DatabaseError(msg)
+
+	#----------------------------------------------------------------------
+	# Ensure collection index method.
+
+	def _ensure_index(self):
+		"""
+		Ensure indices for all databases and collections.
+
+		first access self._dbs config to get index column names;
+		then get collection names from self._collNames and loop
+		over all collections.
+
+		"""
+		if self._collNames and self._dbs:
+			try:
+				for dbName in self._dbs:
+					# Iterate over database configurations.
+
+					db = self._dbs[dbName]
+					dbSelf = db['self']
+					index = db['index']
+					collNames = self._collNames[db['collNames']]
+					# db['self'] is the pymongo.Database object.
+
+					for name in collNames:
+						coll = dbSelf[name]
+						coll.ensure_index([(index, 
+											pymongo.DESCENDING)], unique=True)
+				print '[MONGOD]: MongoDB index set.'
+				return 1
+			except KeyError:
+				msg = '[MONGOD]: Unable to set collection indices; ' + \
+					  'infomation in Config.body["dbs"] is incomplete.'
+				raise VNPAST_DatabaseError(msg)
+			except Exception, e:
+				msg = '[MONGOD]: Unable to set collection indices; ' + str(e)
+				raise VNPAST_DatabaseError(msg)
+
+	#----------------------------------------------------------------------
+	# Download method.
+
+	def download_equity_D1(self, start, end, sessionNum=30):
+		"""
+
+		"""
+		try:
+			db = self._dbs['EQU_D1']['self']
+			self._api.get_equity_D1_mongod(db, start, end, sessionNum)
+		except Exception, e:
+			msg = '[MONGOD]: Unable to download data; ' + str(e)
+			raise VNPAST_DatabaseError(msg)
+
+	def download_equity_M1(self, tasks, startYr=2012, endYr=2015):
+		"""
+
+		"""
+
+		try:
+			# map equity tickers to security IDs.
+			if self._mapTickersToSecIDs:
+				maps = self._mapTickersToSecIDs
+			else:
+				assert os.isfile('./names/secID.json')
+				jsonFile = open(dName,'r')
+				allSecIds = json.loads(jsonFile.read())
+				jsonFile.close()
+				allTickers = [s.split('.')[0] for s in allSecIds]
+				maps = dict(zip(allTickers, allSecIds))
+				self._mapTickersToSecIDs = maps
+			tasks_ = [maps[task] for task in tasks]
+
+			db = self._dbs['EQU_M1']['self']
+			self._api.get_equity_M1_interMonth(db, id=1,
+								     startYr = startYr,
+								     endYr = endYr,
+								     tasks = tasks_)
+		except AssertionError:
+			msg = '[MONGOD]: Cannot map tickers to secIDs; ' + \
+				  'secID.json does not exist.'
+			raise VNPAST_DatabaseError(msg)
+		except Exception, e:
+			msg = '[MONGOD]: Unable to download data; ' + str(e)
+			raise VNPAST_DatabaseError(msg)
+
+	def download_bond_D1(self, start, end, sessionNum=30):
+		"""
+
+		"""
+		pass
+
+	def download_future_D1(self, start, end, sessionNum=30):
+		"""
+
+		"""
+		try:
+			db = self._dbs['FUT_D1']['self']
+			self._api.get_future_D1_mongod(db, start, end, sessionNum)
+		except Exception, e:
+			msg = '[MONGOD]: Unable to download data; ' + str(e)
+			raise VNPAST_DatabaseError(msg)
+
+	def download_option_D1(self, start, end, sessionNum=30):
+		"""
+
+		"""
+		try:
+			db = self._dbs['OPT_D1']['self']
+			self._api.get_option_D1_mongod(db, start, end, sessionNum)
+		except Exception, e:
+			msg = '[MONGOD]: Unable to download data; ' + str(e)
+			raise VNPAST_DatabaseError(msg)
+
+	def download_index_D1(self, start, end, sessionNum=30):
+		"""
+
+		"""
+		try:
+			db = self._dbs['IDX_D1']['self']
+			self._api.get_index_D1_mongod(db, start, end, sessionNum)
+		except Exception, e:
+			msg = '[MONGOD]: Unable to download data; ' + str(e)
+			raise VNPAST_DatabaseError(msg)
+
+	def download_fund_D1(self, start, end, sessionNum=30):
+		"""
+
+		"""
+		try:
+			db = self._dbs['FUD_D1']['self']
+			self._api.get_fund_D1_mongod(db, start, end, sessionNum)
+		except Exception, e:
+			msg = '[MONGOD]: Unable to download data; ' + str(e)
+			raise VNPAST_DatabaseError(msg)
+
+	#----------------------------------------------------------------------
+	# Update methods.
+
+	def __update(self, key, target1, target2, sessionNum):
+		"""
+		Basic update method.
+		Looks into the database specified by 'key', find the latest 
+		record in the collection of it. Then update the collections 
+		till last trading date.
+
+		parameters
+		----------
+		* key: string; a database alias (refer to the database config)
+		  e.g., 'EQU_D1'.
+		* target1: method; pointer to the function with which controller
+		  obtain all tickers in the database. Concretely, target1 are 
+		  self._all#Tickers methods.
+		* target2: method; pointer to the api overlord requesting functions
+		  i.e. self._api.get_###_mongod methods.
+		* sessionNum: integer; the number of threads.
+
+		"""
+		try:
+			# get databases and tickers
+			db = self._dbs[key]['self']
+			index = self._dbs[key]['index']
+			allTickers = target1()
+			coll = db[allTickers[0]]
+
+			# find the latest timestamp in collection.
+			latest = coll.find_one(
+					 sort=[(index, pymongo.DESCENDING)])[index]
+			start = datetime.strftime(
+				latest + timedelta(days=1),'%Y%m%d')
+			end = datetime.strftime(datetime.now(), '%Y%m%d')
+
+			# then download.
+			target2(db, start, end, sessionNum)
+			return db
+			
+		except Exception, e:
+			msg = '[MONGOD]: Unable to update data; ' + str(e)
+			raise VNPAST_DatabaseError(msg)
+
+
+	def update_equity_D1(self, sessionNum=30):
+		"""
+
+		"""
+		db = self.__update(key = 'EQU_D1',
+					  	   target1 = self._allEquTickers,
+					  	   target2 = self._api.get_equity_D1_mongod,
+					  	   sessionNum = sessionNum)
+		return db
+
+	def update_future_D1(self, sessionNum=30):
+		"""
+
+		"""
+		db = self.__update(key = 'FUT_D1',
+					  	   target1 = self._allFutTickers,
+					  	   target2 = self._api.get_future_D1_mongod,
+					  	   sessionNum = sessionNum)
+		return db
+
+	def update_option_D1(self, sessionNum=30):
+		"""
+
+		"""
+		db = self.__update(key = 'OPT_D1',
+					  	   target1 = self._allOptTickers,
+					  	   target2 = self._api.get_option_D1_mongod,
+					  	   sessionNum = sessionNum)
+		return db
+
+	def update_index_D1(self, sessionNum=30):
+		"""
+
+		"""
+		db = self.__update(key = 'IDX_D1',
+					  	   target1 = self._allIdxTickers,
+					  	   target2 = self._api.get_index_D1_mongod,
+					  	   sessionNum = sessionNum)
+		return db
+
+	def update_fund_D1(self, sessionNum=30):
+		"""
+
+		"""
+		db = self.__update(key = 'FUD_D1',
+					  	   target1 = self._allFudTickers,
+					  	   target2 = self._api.get_fund_D1_mongod,
+					  	   sessionNum = sessionNum)
+		return db
+
+	#----------------------------------------------------------------------#
+	# stuff that will be deprecated
+
+	def update_equity_D1_(self, sessionNum=30):
+		"""
+
+		"""
+		try:
+			# set databases and tickers
+			db = self._dbs['EQU_D1']['self']
+			index = self._dbs['EQU_D1']['index']
+			allEquTickers = self._allEquTickers()
+			coll = db[allEquTickers[0]]
+
+			# find the latest timestamp in collection.
+			latest = coll.find_one(
+					 sort=[(index, pymongo.DESCENDING)])[index]
+			start = datetime.strftime(latest + timedelta(days=1),'%Y%m%d')
+			end = datetime.strftime(datetime.now(), '%Y%m%d')
+
+			# then download.
+			self._api.get_equity_D1_mongod(db, start, end, sessionNum)
+			
+		except Exception, e:
+			msg = '[MONGOD]: Unable to update data; ' + str(e)
+			raise VNPAST_DatabaseError(msg)
+
+	def update_equity_M1(self):
+		"""
+
+		"""
+		pass
+
+	#----------------------------------------------------------------------
+	# Fetch method.
+
+	def fetch(self, dbName, ticker, start, end, output='list'):
+		"""
+
+		"""
+		# check inputs' validity.
+		if output not in ['df', 'list', 'json']:
+			raise ValueError('[MONGOD]: Unsupported output type.')
+		if dbName not in self._dbNames:
+			raise ValueError('[MONGOD]: Unable to locate database name.')
+
+		db = self._dbs[dbName]
+		dbSelf = db['self']
+		dbIndex = db['index']
+		try:
+			coll = db[ticker]
+			if len(start)==8 and len(end)==8:
+				# yyyymmdd, len()=8
+				start = datetime.strptime(start, '%Y%m%d')
+				end = datetime.strptime(end, '%Y%m%d')
+			elif len(start)==14 and len(end)==14:
+				# yyyymmdd HH:MM, len()=14
+				start = datetime.strptime(start, '%Y%m%d %H:%M')
+				end = datetime.strptime(end, '%Y%m%d %H:%M')
+			else:
+				pass
+			docs = []
+
+			# find in MongoDB.
+			for doc in coll.find(filter={dbIndex: {'$lte': end,
+				'$gte': start}}, projection={'_id': False}):
+				docs.append(doc)
+
+			if output == 'list':
+				return docs[::-1]
+
+		except Exception, e:
+			msg = '[MONGOD]: Error encountered when fetching data' + \
+				  'from MongoDB; '+ str(e)
+			return -1
+
+if __name__ == '__main__':
+	dc = DBConfig()
+	api = PyApi(Config())
+	mc = MongodController(dc, api)
+
+	mc.update_index_D1()
+
+
+
+
+
diff --git a/vn.datayes/tests.py b/vn.datayes/tests.py
new file mode 100644
index 00000000..979dd4f6
--- /dev/null
+++ b/vn.datayes/tests.py
@@ -0,0 +1,119 @@
+from api import *
+
+def test_config():
+	cfig = Config()
+	print cfig.body, cfig.head, cfig.token
+	cfig.view()
+
+def test_mktbar_D1():
+	api = PyApi(Config())
+	data = api.get_equity_D1()
+	print data.body
+
+def test_mktbar_M1():
+	api = PyApi(Config())
+	data = api.get_equity_M1()
+	print data.body.tail()
+
+def test_bond_D1():
+	api = PyApi(Config())
+	data = api.get_bond_D1()
+	print data.body.tail()
+
+def test_fut_D1():
+	api = PyApi(Config())
+	data = api.get_future_D1()
+	print data.body
+
+def test_fund_D1():
+	api = PyApi(Config())
+	data = api.get_fund_D1()
+	print data.body
+
+def test_index_D1():
+	api = PyApi(Config())
+	data = api.get_index_D1()
+	print data.body
+
+def test_option_D1():
+	api = PyApi(Config())
+	data = api.get_option_D1()
+	print data.body
+
+def test_factors_D1():
+	api = PyApi(Config())
+	data = api.get_stockFactor_D1()
+	print data.body
+
+def test_bs():
+	api = PyApi(Config())
+	data = api.get_balanceSheet()
+	print data.body
+
+def test_cf():
+	api = PyApi(Config())
+	data = api.get_cashFlow()
+	print data.body
+
+def test_is():
+	api = PyApi(Config())
+	data = api.get_incomeStatement()
+	print data.body
+
+def test_output():
+	api = PyApi(Config())
+	data = api.get_equity_D1(ticker='000001',output='list')
+	print data
+
+def test_mongod_get_drudgery():
+	c = MongoClient()
+	db = c['test_dy']
+	api = PyApi(Config())
+	api.get_equity_D1_drudgery(id=1, db=db, 
+		start='20130101', end='20150801', 
+		tasks=['000001','000002'])
+
+def test_mongod_get_all():
+	c = MongoClient()
+	db = c['test_dy']
+	api = PyApi(Config())
+	api.get_equity_D1_mongod(db=db, start='20130101', end='20150801')
+
+def test_mktbar_M1_get_drudgery():
+	c = MongoClient()
+	db = c['test_dy_m1']
+	api = PyApi(Config())
+	api.get_equity_M1_drudgery(id=1, db=db, 
+		start='20150701', end='20150801', 
+		tasks=['000001.XSHE','000002.XSHE'])
+
+def test_mktbar_M1_get_all():
+	c = MongoClient()
+	db = c['test_dy_m1']
+	api = PyApi(Config())
+	api.get_equity_M1_mongod(db=db)
+
+def test_mktbar_M1_get_interM():
+	c = MongoClient()
+	db = c['test_dy_m1']
+	api = PyApi(Config())
+	api.get_equity_M1_interMonth(db=db, id=0, tasks=['000001.XSHE','000002.XSHE'])
+
+if __name__ == '__main__':
+	#test_config()
+	#test_mktbar_D1()
+	#test_bond_D1()
+	#test_fut_D1()
+	#test_fund_D1()
+	#test_index_D1()
+	#test_option_D1()
+	#test_factors_D1()
+	#test_mktbar_M1()
+	#test_bs()
+	#test_cf()
+	#test_is()
+	#test_output()
+	#test_mongod_get_all()
+	#test_mktbar_M1_get_drudgery()
+	#test_mktbar_M1_get_all()
+	test_mktbar_M1_get_interM()
\ No newline at end of file
diff --git a/vn.datayes/update.sh b/vn.datayes/update.sh
new file mode 100755
index 00000000..6d51cf26
--- /dev/null
+++ b/vn.datayes/update.sh
@@ -0,0 +1,52 @@
+#!/bin/bash
+
+echo [API]: Prepare to update DATAYES_FUTURE_D1...
+python - << EOF
+from storage import *
+dc = DBConfig()
+api = PyApi(Config())
+mc = MongodController(dc, api)
+mc.update_future_D1()
+EOF
+echo [API]: DATAYES_FUTURE_D1 updated.
+
+echo [API]: Prepare to update DATAYES_INDEX_D1...
+python - << EOF
+from storage import *
+dc = DBConfig()
+api = PyApi(Config())
+mc = MongodController(dc, api)
+mc.update_index_D1()
+EOF
+echo [API]: DATAYES_INDEX_D1 updated.
+
+echo [API]: Prepare to update DATAYES_OPTION_D1...
+python - << EOF
+from storage import *
+dc = DBConfig()
+api = PyApi(Config())
+mc = MongodController(dc, api)
+mc.update_option_D1()
+EOF
+echo [API]: DATAYES_OPTION_D1 updated.
+
+echo [API]: Prepare to update DATAYES_FUND_D1...
+python - << EOF
+from storage import *
+dc = DBConfig()
+api = PyApi(Config())
+mc = MongodController(dc, api)
+mc.update_fund_D1()
+EOF
+echo [API]: DATAYES_FUND_D1 updated.
+echo [MONGOD]: Update finished.
+
+echo [API]: Prepare to update DATAYES_EQUITY_D1...
+python - << EOF
+from storage import *
+dc = DBConfig()
+api = PyApi(Config())
+mc = MongodController(dc, api)
+mc.update_equity_D1()
+EOF
+echo [API]: DATAYES_EQUITY_D1 updated.
\ No newline at end of file