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# Revision history for cardano-timeseries-io
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## 1.0.0 -- March 2026
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* First version.
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Apache License
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bench/cardano-timeseries-io/NOTICE

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Copyright 2023 Input Output Global Inc (IOG), 2023-2026 Intersect.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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# Cardano Timeseries I/O
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## What it does
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The primary goal of the project is to serve as a standalone library for `cardano-tracer`, providing realtime metric storage & query.
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The library exposes the following components:
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- An interface of metric stores together with multiple implementations.
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- A low-level unambiguous language & its interpreter against a metric store — for querying metrics.
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- A high-level user-facing language & its elaborator to the low-level one.
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On top of the library the project provides a simple CLI for reading a store off disk & executing a query against it, optionally interactively.
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## CLI Syntax
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```
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Usage: cardano-timeseries-io FILE ((-x|--execute QUERY) | (-i|--interactive))
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Run a query against a metric store
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Available options:
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-x,--execute QUERY Execute the query
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-i,--interactive Enter REPL
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-h,--help Show this help text
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```
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## Build flags
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- _profiling_ for enabling GHC profiling support.
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{-# LANGUAGE OverloadedRecordDot #-}
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module Main where
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import Cardano.Timeseries.Common
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import Cardano.Timeseries.CLI
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import Data.Text (Text)
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import Options.Applicative
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import Data.Foldable
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import qualified Data.Map as Map
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import qualified Data.Text.IO as Text
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import Cardano.Timeseries.AsText (showT)
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import Cardano.Timeseries.Store
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main :: IO ()
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main = do
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cmd <- execParser parseCommand
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store <- readStore cmd.store
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putStrLn "Metrics:"
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for_ (Map.keys store) $ \k ->
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Text.putStrLn ("" <> k <> "[" <> showMaybe (earliest store k) <> "ms; " <> showMaybe (latest store k) <> "ms]")
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case cmd.mode of
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Interactive -> repl store
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Execute query -> execute store query
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where
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showMaybe :: Show a => Maybe a -> Text
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showMaybe Nothing = "N/A"
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showMaybe (Just x) = showT x
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module Cardano.Timeseries.CLI(Mode(..), Command(..), parseCommand) where
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import Data.Text (Text)
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import Options.Applicative
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data Mode = Execute Text | Interactive
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data Command = Command {
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store :: FilePath,
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mode :: Mode
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}
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parseExecute :: Parser Mode
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parseExecute = Execute <$> option str (short 'x' <> long "execute" <> metavar "QUERY" <> help "Execute the query")
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parseInteractive :: Parser Mode
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parseInteractive = flag' Interactive (short 'i' <> long "interactive" <> help "Enter REPL")
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parseMode :: Parser Mode
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parseMode = parseExecute <|> parseInteractive
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parseStore :: Parser FilePath
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parseStore = argument str (metavar "FILE")
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parseCommand :: ParserInfo Command
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parseCommand = info (Command <$> parseStore <*> parseMode <**> helper)
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(fullDesc <> progDesc "Run a query against a metric store")
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{-# LANGUAGE FlexibleContexts #-}
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{- HLINT ignore "Use print" -}
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module Cardano.Timeseries.Common(readStore, repl, execute) where
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import Cardano.Logging.Resources (ResourceStats, Resources (..))
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import Cardano.Timeseries.AsText
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import Cardano.Timeseries.Elab (elab, initialSt)
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import Cardano.Timeseries.Import.PlainCBOR
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import Cardano.Timeseries.Interp (interp)
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import Cardano.Timeseries.Interp.Config (Config (..))
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import Cardano.Timeseries.Interp.Types (QueryError)
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import Cardano.Timeseries.Interp.Value (Value)
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import Cardano.Timeseries.Store
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import Cardano.Timeseries.Store.Flat (Flat)
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import Cardano.Timeseries.Store.Flat.Parser (double)
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import qualified Cardano.Timeseries.Store.Flat.Parser as Flat.Parser
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import Cardano.Timeseries.Store.Tree (Tree, fromFlat)
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import Cardano.Timeseries.Surface.Expr.Parser (Parser)
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import qualified Cardano.Timeseries.Surface.Expr.Parser as Surface.Parser
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import Control.DeepSeq (force)
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import Control.Monad (forever)
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import Control.Monad.Except (runExceptT)
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import Control.Monad.State.Strict (evalState)
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import Data.Foldable (traverse_)
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import Data.Functor (void)
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import Data.Text (Text, unpack)
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import qualified Data.Text as Text
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import qualified Data.Text.IO as Text
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import System.Exit (die)
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import System.FilePath (takeExtension)
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import System.IO (hFlush, stdout)
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import Text.Megaparsec hiding (count)
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import Text.Megaparsec.Char (newline, space, space1)
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interpConfig :: Config
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interpConfig = Config {defaultRangeSamplingRateMillis = 15 * 1000}
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_printStore :: Flat Double -> IO ()
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_printStore = traverse_ print
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_printStats :: ResourceStats -> IO ()
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_printStats stats =
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putStrLn $ "Alloc: " <> show ((fromIntegral (rAlloc stats) :: Double) / 1024 / 1024) <> "MB\n"
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<> "Live: " <> show ((fromIntegral (rLive stats) :: Double) / 1024 / 1024) <> "MB\n"
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<> "Heap: " <> show ((fromIntegral (rHeap stats) :: Double) / 1024 / 1024) <> "MB\n"
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<> "RSS: " <> show ((fromIntegral (rRSS stats) :: Double) / 1024 / 1024) <> "MB"
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printQueryResult :: Either QueryError Value -> IO ()
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printQueryResult (Left err) = Text.putStrLn $ asText err
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printQueryResult (Right ok) = print ok
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repl :: Store s Double => s -> IO ()
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repl store = forever $ do
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-- Just stats <- readResourceStats
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-- putStrLn "----------"
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-- printStats stats
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putStrLn $ "Number of store entries: " <> show (count store)
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putStrLn "----------"
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putStr "> "
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hFlush stdout
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queryString <- Text.getLine
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case parse (Surface.Parser.expr <* space <* eof) "input" queryString of
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Left err -> putStrLn (errorBundlePretty err)
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Right surfaceQuery -> do
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-- putStrLn ("Surface expr: " <> show surfaceQuery)
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case evalState (runExceptT (elab surfaceQuery)) initialSt of
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Left err -> Text.putStrLn err
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Right query -> do
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Text.putStrLn (showT query)
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printQueryResult (evalState (runExceptT $ interp interpConfig store mempty query 0) 0)
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readStore :: FilePath -> IO (Tree Double)
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readStore path | takeExtension path == ".cbor" = do
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content <- readFileSnapshots path
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putStrLn "Read the snapshots CBOR file!"
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let store = {-# SCC "XXX" #-} force $ fromFlat $ snapshotsToFlatStore content
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putStrLn "Created a store from CBOR!"
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pure store
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readStore path | takeExtension path == ".txt" = do
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content <- Text.lines <$> Text.readFile path
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case traverse (parse (Flat.Parser.point double <* whitespace <* eof) "input") content of
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Left err -> die (errorBundlePretty err)
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Right store -> pure $ fromFlat store
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readStore path = die $ "Unknown extension: " <> takeExtension path
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whitespace :: Parser ()
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whitespace = skipMany (try space1 <|> void newline)
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execute :: Store s Double => s -> Text -> IO ()
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execute store stringQuery = do
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case parse (Surface.Parser.expr <* space <* eof) "input" stringQuery of
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Left err -> putStrLn (errorBundlePretty err)
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Right surfaceQuery -> do
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putStrLn ("Expr: " <> show surfaceQuery)
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putStrLn "-----------"
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case evalState (runExceptT (elab surfaceQuery)) initialSt of
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Left err -> die (unpack err)
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Right query -> do
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Text.putStrLn (showT query)
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printQueryResult (evalState (runExceptT $ interp interpConfig store mempty query 0) 0)

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