Collecting data for machine translation training from CommonCrawl is a two-phase process illustrated in the following diagram:
Hardware requirements and installation instructions can be found here.
The first phase detects the languages of the web pages contained in the crawl and other meta-data. A meta-data file is built from this analysis.
The metadata documentation describes phase 1 step-by-step.
With data from this phase monolingual data for language model training can be extracted. The data for most of the CommonCrawl crawls and many languages can be found on:
In the second phase the meta-data collected in phase 1 is used to extract parallel data from CommonCrawl data based on URL pattern matching. Phase 2 is documented step-by-step in the baseline documentation
For the language pairs en↔de, en↔fr, en↔es, en↔it, en↔pt, en↔nl and en↔ru matched URL data for CommonCrawl 2015_32 is available for data extraction in release 0.1.0