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-Overview
-========
-This is an Infinidat project.
-
-Usage
------
-Nothing to use here.
-
-Checking out the code
-=====================
-Run the following commands:
-    
-    easy_install -U infi.projector
-    projector devenv build
-
diff --git a/README.rst b/README.rst
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+Overview
+========
+
+This project is simple ORM for working with the `ClickHouse database <https://clickhouse.yandex/>`_.
+It allows you to define model classes whose instances can be written to the database and read from it.
+
+Installation
+============
+
+To install infi.clickhouse_orm::
+
+    pip install infi.clickhouse_orm
+
+Usage
+=====
+
+Defining Models
+---------------
+
+Models are defined in a way reminiscent of Django's ORM:
+
+.. code:: python
+
+    from infi.clickhouse_orm import models, fields, engines
+
+    class Person(models.Model):
+
+        first_name = fields.StringField()
+        last_name = fields.StringField()
+        birthday = fields.DateField()
+        height = fields.Float32Field()
+
+        engine = engines.MergeTree('birthday', ('first_name', 'last_name', 'birthday'))
+
+It is possible to provide a default value for a field, instead of it's "natural" default (empty string for string fields, zero for numeric fields etc.).
+
+See below for the supported model field types.
+
+Using Models
+------------
+
+Once you have a model, you can create model instances:
+
+.. code:: python
+
+    >>> dan = Person(first_name='Dan', last_name='Schwartz')
+    >>> suzy = Person(first_name='Suzy', last_name='Jones')
+    >>> dan.first_name
+    u'Dan'
+
+When values are assigned to a model fields, they are immediately converted to their Pythonic data type.
+In case the value is invalid, a ValueError is raised:
+
+.. code:: python
+
+    >>> suzy.birthday = '1980-01-17'
+    >>> suzy.birthday
+    datetime.date(1980, 1, 17)
+    >>> suzy.birthday = 0.5
+    ValueError: Invalid value for DateField - 0.5
+    >>> suzy.birthday = '1922-05-31'
+    ValueError: DateField out of range - 1922-05-31 is not between 1970-01-01 and 2038-01-19
+
+To write your instances to ClickHouse, you need a Database instance:
+
+.. code:: python
+
+    from infi.clickhouse_orm.database import Database
+
+    db = Database('my_test_db')
+
+This automatically connects to http://localhost:8123 and creates a database called my_test_db, unless it already exists.
+If necessary, you can specify a different database URL and optional credentials:
+
+.. code:: python
+
+    db = Database('my_test_db', db_url='http://192.168.1.1:8050', username='scott', password='tiger')
+
+Using the Database instance you can create a table for your model, and insert instances to it:
+
+.. code:: python
+
+    db.create_table(Person)
+    db.insert([dan, suzy])
+
+The insert method can take any iterable of model instances, but they all must belong to the same model class.
+
+
+
+Field Types
+-----------
+
+Currently the following field types are supported:
+
+- UInt8Field
+- UInt16Field
+- UInt32Field
+- UInt64Field
+- Int8Field
+- Int16Field
+- Int32Field
+- Int64Field
+- Float32Field
+- Float64Field
+- StringField
+- DateField
+- DateTimeField
+
+
+
+Development
+===========
+
+After cloning the project, run the following commands::
+
+    easy_install -U infi.projector
+    cd infi.clickhouse_orm
+    projector devenv build
+
+To run the tests, ensure that the ClickHouse server is running on http://localhost:8123/ (this is the default), and run::
+
+    bin/nosetests