<commit_before>/*
Copyright 2015 The Kubernetes Authors.

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/

package images

import (
	goerrors "errors"
	"fmt"
	"math"
	"sort"
	"sync"
	"time"

	"github.com/golang/glog"

	"k8s.io/api/core/v1"
	"k8s.io/apimachinery/pkg/util/errors"
	"k8s.io/apimachinery/pkg/util/sets"
	"k8s.io/apimachinery/pkg/util/wait"
	"k8s.io/client-go/tools/record"
	statsapi "k8s.io/kubernetes/pkg/kubelet/apis/stats/v1alpha1"
	"k8s.io/kubernetes/pkg/kubelet/container"
	kubecontainer "k8s.io/kubernetes/pkg/kubelet/container"
	"k8s.io/kubernetes/pkg/kubelet/events"
)

// StatsProvider is an interface for fetching stats used during image garbage
// collection.
type StatsProvider interface {
	// ImageFsStats returns the stats of the image filesystem.
	ImageFsStats() (*statsapi.FsStats, error)
}

// Manages lifecycle of all images.
//
// Implementation is thread-safe.
type ImageGCManager interface {
	// Applies the garbage collection policy. Errors include being unable to free
	// enough space as per the garbage collection policy.
	GarbageCollect() error

	// Start async garbage collection of images.
	Start()

	GetImageList() ([]kubecontainer.Image, error)

	// Delete all unused images and returns the number of bytes freed. The number of bytes freed is always returned.
	DeleteUnusedImages() (int64, error)
}

// A policy for garbage collecting images. Policy defines an allowed band in
// which garbage collection will be run.
type ImageGCPolicy struct {
	// Any usage above this threshold will always trigger garbage collection.
	// This is the highest usage we will allow.
	HighThresholdPercent int

	// Any usage below this threshold will never trigger garbage collection.
	// This is the lowest threshold we will try to garbage collect to.
	LowThresholdPercent int

	// Minimum age at which an image can be garbage collected.
	MinAge time.Duration
}

type realImageGCManager struct {
	// Container runtime
	runtime container.Runtime

	// Records of images and their use.
	imageRecords     map[string]*imageRecord
	imageRecordsLock sync.Mutex

	// The image garbage collection policy in use.
	policy ImageGCPolicy

	// statsProvider provides stats used during image garbage collection.
	statsProvider StatsProvider

	// Recorder for Kubernetes events.
	recorder record.EventRecorder

	// Reference to this node.
	nodeRef *v1.ObjectReference

	// Track initialization
	initialized bool

	// imageCache is the cache of latest image list.
	imageCache imageCache

	// sandbox image exempted from GC
	sandboxImage string
}

// imageCache caches latest result of ListImages.
type imageCache struct {
	// sync.RWMutex is the mutex protects the image cache.
	sync.RWMutex
	// images is the image cache.
	images []kubecontainer.Image
}

// set updates image cache.
func (i *imageCache) set(images []kubecontainer.Image) {
	i.Lock()
	defer i.Unlock()
	i.images = images
}

// get gets image list from image cache.
func (i *imageCache) get() []kubecontainer.Image {
	i.RLock()
	defer i.RUnlock()
	return i.images
}

// Information about the images we track.
type imageRecord struct {
	// Time when this image was first detected.
	firstDetected time.Time

	// Time when we last saw this image being used.
	lastUsed time.Time

	// Size of the image in bytes.
	size int64
}

func NewImageGCManager(runtime container.Runtime, statsProvider StatsProvider, recorder record.EventRecorder, nodeRef *v1.ObjectReference, policy ImageGCPolicy, sandboxImage string) (ImageGCManager, error) {
	// Validate policy.
	if policy.HighThresholdPercent < 0 || policy.HighThresholdPercent > 100 {
		return nil, fmt.Errorf("invalid HighThresholdPercent %d, must be in range [0-100]", policy.HighThresholdPercent)
	}
	if policy.LowThresholdPercent < 0 || policy.LowThresholdPercent > 100 {
		return nil, fmt.Errorf("invalid LowThresholdPercent %d, must be in range [0-100]", policy.LowThresholdPercent)
	}
	if policy.LowThresholdPercent > policy.HighThresholdPercent {
		return nil, fmt.Errorf("LowThresholdPercent %d can not be higher than HighThresholdPercent %d", policy.LowThresholdPercent, policy.HighThresholdPercent)
	}
	im := &realImageGCManager{
		runtime:       runtime,
		policy:        policy,
		imageRecords:  make(map[string]*imageRecord),
		statsProvider: statsProvider,
		recorder:      recorder,
		nodeRef:       nodeRef,
		initialized:   false,
		sandboxImage:  sandboxImage,
	}

	return im, nil
}

func (im *realImageGCManager) Start() {
	go wait.Until(func() {
		// Initial detection make detected time "unknown" in the past.
		var ts time.Time
		if im.initialized {
			ts = time.Now()
		}
		err := im.detectImages(ts)
		if err != nil {
			glog.Warningf("[imageGCManager] Failed to monitor images: %v", err)
		} else {
			im.initialized = true
		}
	}, 5*time.Minute, wait.NeverStop)

	// Start a goroutine periodically updates image cache.
	// TODO(random-liu): Merge this with the previous loop.
	go wait.Until(func() {
		images, err := im.runtime.ListImages()
		if err != nil {
			glog.Warningf("[imageGCManager] Failed to update image list: %v", err)
		} else {
			im.imageCache.set(images)
		}
	}, 30*time.Second, wait.NeverStop)

}

// Get a list of images on this node
func (im *realImageGCManager) GetImageList() ([]kubecontainer.Image, error) {
	return im.imageCache.get(), nil
}

func (im *realImageGCManager) detectImages(detectTime time.Time) error {
	images, err := im.runtime.ListImages()
	if err != nil {
		return err
	}
	pods, err := im.runtime.GetPods(true)
	if err != nil {
		return err
	}

	// Make a set of images in use by containers.
	imagesInUse := sets.NewString()

	// Always consider the container runtime pod sandbox image in use
	imageRef, err := im.runtime.GetImageRef(container.ImageSpec{Image: im.sandboxImage})
	if err == nil && imageRef != "" {
		imagesInUse.Insert(imageRef)
	}

	for _, pod := range pods {
		for _, container := range pod.Containers {
			glog.V(5).Infof("Pod %s/%s, container %s uses image %s(%s)", pod.Namespace, pod.Name, container.Name, container.Image, container.ImageID)
			imagesInUse.Insert(container.ImageID)
		}
	}

	// Add new images and record those being used.
	now := time.Now()
	currentImages := sets.NewString()
	im.imageRecordsLock.Lock()
	defer im.imageRecordsLock.Unlock()
	for _, image := range images {
		glog.V(5).Infof("Adding image ID %s to currentImages", image.ID)
		currentImages.Insert(image.ID)

		// New image, set it as detected now.
		if _, ok := im.imageRecords[image.ID]; !ok {
			glog.V(5).Infof("Image ID %s is new", image.ID)
			im.imageRecords[image.ID] = &imageRecord{
				firstDetected: detectTime,
			}
		}

		// Set last used time to now if the image is being used.
		if isImageUsed(image, imagesInUse) {
			glog.V(5).Infof("Setting Image ID %s lastUsed to %v", image.ID, now)
			im.imageRecords[image.ID].lastUsed = now
		}

		glog.V(5).Infof("Image ID %s has size %d", image.ID, image.Size)
		im.imageRecords[image.ID].size = image.Size
	}

	// Remove old images from our records.
	for image := range im.imageRecords {
		if !currentImages.Has(image) {
			glog.V(5).Infof("Image ID %s is no longer present; removing from imageRecords", image)
			delete(im.imageRecords, image)
		}
	}

	return nil
}

func (im *realImageGCManager) GarbageCollect() error {
	// Get disk usage on disk holding images.
	fsStats, err := im.statsProvider.ImageFsStats()
	if err != nil {
		return err
	}

	var capacity, available int64
	if fsStats.CapacityBytes != nil {
		capacity = int64(*fsStats.CapacityBytes)
	}
	if fsStats.AvailableBytes != nil {
		available = int64(*fsStats.AvailableBytes)
	}

	if available > capacity {
		glog.Warningf("available %d is larger than capacity %d", available, capacity)
		available = capacity
	}

	// Check valid capacity.
	if capacity == 0 {
		err := goerrors.New("invalid capacity 0 on image filesystem")
		im.recorder.Eventf(im.nodeRef, v1.EventTypeWarning, events.InvalidDiskCapacity, err.Error())
		return err
	}

	// If over the max threshold, free enough to place us at the lower threshold.
	usagePercent := 100 - int(available*100/capacity)
	if usagePercent >= im.policy.HighThresholdPercent {
		amountToFree := capacity*int64(100-im.policy.LowThresholdPercent)/100 - available
		glog.Infof("[imageGCManager]: Disk usage on image filesystem is at %d%% which is over the high threshold (%d%%). Trying to free %d bytes", usagePercent, im.policy.HighThresholdPercent, amountToFree)
		freed, err := im.freeSpace(amountToFree, time.Now())
		if err != nil {
			return err
		}

		if freed < amountToFree {
			err := fmt.Errorf("failed to garbage collect required amount of images. Wanted to free %d bytes, but freed %d bytes", amountToFree, freed)
			im.recorder.Eventf(im.nodeRef, v1.EventTypeWarning, events.FreeDiskSpaceFailed, err.Error())
			return err
		}
	}

	return nil
}

func (im *realImageGCManager) DeleteUnusedImages() (int64, error) {
	return im.freeSpace(math.MaxInt64, time.Now())
}

// Tries to free bytesToFree worth of images on the disk.
//
// Returns the number of bytes free and an error if any occurred. The number of
// bytes freed is always returned.
// Note that error may be nil and the number of bytes free may be less
// than bytesToFree.
func (im *realImageGCManager) freeSpace(bytesToFree int64, freeTime time.Time) (int64, error) {
	err := im.detectImages(freeTime)
	if err != nil {
		return 0, err
	}

	im.imageRecordsLock.Lock()
	defer im.imageRecordsLock.Unlock()

	// Get all images in eviction order.
	images := make([]evictionInfo, 0, len(im.imageRecords))
	for image, record := range im.imageRecords {
		images = append(images, evictionInfo{
			id:          image,
			imageRecord: *record,
		})
	}
	sort.Sort(byLastUsedAndDetected(images))

	// Delete unused images until we've freed up enough space.
	var deletionErrors []error
	spaceFreed := int64(0)
	for _, image := range images {
		glog.V(5).Infof("Evaluating image ID %s for possible garbage collection", image.id)
		// Images that are currently in used were given a newer lastUsed.
		if image.lastUsed.Equal(freeTime) || image.lastUsed.After(freeTime) {
			glog.V(5).Infof("Image ID %s has lastUsed=%v which is >= freeTime=%v, not eligible for garbage collection", image.id, image.lastUsed, freeTime)
			break
		}

		// Avoid garbage collect the image if the image is not old enough.
		// In such a case, the image may have just been pulled down, and will be used by a container right away.

		if freeTime.Sub(image.firstDetected) < im.policy.MinAge {
			glog.V(5).Infof("Image ID %s has age %v which is less than the policy's minAge of %v, not eligible for garbage collection", image.id, freeTime.Sub(image.firstDetected), im.policy.MinAge)
			continue
		}

		// Remove image. Continue despite errors.
		glog.Infof("[imageGCManager]: Removing image %q to free %d bytes", image.id, image.size)
		err := im.runtime.RemoveImage(container.ImageSpec{Image: image.id})
		if err != nil {
			deletionErrors = append(deletionErrors, err)
			continue
		}
		delete(im.imageRecords, image.id)
		spaceFreed += image.size

		if spaceFreed >= bytesToFree {
			break
		}
	}

	if len(deletionErrors) > 0 {
		return spaceFreed, fmt.Errorf("wanted to free %d bytes, but freed %d bytes space with errors in image deletion: %v", bytesToFree, spaceFreed, errors.NewAggregate(deletionErrors))
	}
	return spaceFreed, nil
}<commit_msg>UPSTREAM: 60289: fix freespace for image GC<commit_after>/*
Copyright 2015 The Kubernetes Authors.

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/

package images

import (
	goerrors "errors"
	"fmt"
	"math"
	"sort"
	"sync"
	"time"

	"github.com/golang/glog"

	"k8s.io/api/core/v1"
	"k8s.io/apimachinery/pkg/util/errors"
	"k8s.io/apimachinery/pkg/util/sets"
	"k8s.io/apimachinery/pkg/util/wait"
	"k8s.io/client-go/tools/record"
	statsapi "k8s.io/kubernetes/pkg/kubelet/apis/stats/v1alpha1"
	"k8s.io/kubernetes/pkg/kubelet/container"
	kubecontainer "k8s.io/kubernetes/pkg/kubelet/container"
	"k8s.io/kubernetes/pkg/kubelet/events"
)

// StatsProvider is an interface for fetching stats used during image garbage
// collection.
type StatsProvider interface {
	// ImageFsStats returns the stats of the image filesystem.
	ImageFsStats() (*statsapi.FsStats, error)
}

// Manages lifecycle of all images.
//
// Implementation is thread-safe.
type ImageGCManager interface {
	// Applies the garbage collection policy. Errors include being unable to free
	// enough space as per the garbage collection policy.
	GarbageCollect() error

	// Start async garbage collection of images.
	Start()

	GetImageList() ([]kubecontainer.Image, error)

	// Delete all unused images and returns the number of bytes freed. The number of bytes freed is always returned.
	DeleteUnusedImages() (int64, error)
}

// A policy for garbage collecting images. Policy defines an allowed band in
// which garbage collection will be run.
type ImageGCPolicy struct {
	// Any usage above this threshold will always trigger garbage collection.
	// This is the highest usage we will allow.
	HighThresholdPercent int

	// Any usage below this threshold will never trigger garbage collection.
	// This is the lowest threshold we will try to garbage collect to.
	LowThresholdPercent int

	// Minimum age at which an image can be garbage collected.
	MinAge time.Duration
}

type realImageGCManager struct {
	// Container runtime
	runtime container.Runtime

	// Records of images and their use.
	imageRecords     map[string]*imageRecord
	imageRecordsLock sync.Mutex

	// The image garbage collection policy in use.
	policy ImageGCPolicy

	// statsProvider provides stats used during image garbage collection.
	statsProvider StatsProvider

	// Recorder for Kubernetes events.
	recorder record.EventRecorder

	// Reference to this node.
	nodeRef *v1.ObjectReference

	// Track initialization
	initialized bool

	// imageCache is the cache of latest image list.
	imageCache imageCache

	// sandbox image exempted from GC
	sandboxImage string
}

// imageCache caches latest result of ListImages.
type imageCache struct {
	// sync.RWMutex is the mutex protects the image cache.
	sync.RWMutex
	// images is the image cache.
	images []kubecontainer.Image
}

// set updates image cache.
func (i *imageCache) set(images []kubecontainer.Image) {
	i.Lock()
	defer i.Unlock()
	i.images = images
}

// get gets image list from image cache.
func (i *imageCache) get() []kubecontainer.Image {
	i.RLock()
	defer i.RUnlock()
	return i.images
}

// Information about the images we track.
type imageRecord struct {
	// Time when this image was first detected.
	firstDetected time.Time

	// Time when we last saw this image being used.
	lastUsed time.Time

	// Size of the image in bytes.
	size int64
}

func NewImageGCManager(runtime container.Runtime, statsProvider StatsProvider, recorder record.EventRecorder, nodeRef *v1.ObjectReference, policy ImageGCPolicy, sandboxImage string) (ImageGCManager, error) {
	// Validate policy.
	if policy.HighThresholdPercent < 0 || policy.HighThresholdPercent > 100 {
		return nil, fmt.Errorf("invalid HighThresholdPercent %d, must be in range [0-100]", policy.HighThresholdPercent)
	}
	if policy.LowThresholdPercent < 0 || policy.LowThresholdPercent > 100 {
		return nil, fmt.Errorf("invalid LowThresholdPercent %d, must be in range [0-100]", policy.LowThresholdPercent)
	}
	if policy.LowThresholdPercent > policy.HighThresholdPercent {
		return nil, fmt.Errorf("LowThresholdPercent %d can not be higher than HighThresholdPercent %d", policy.LowThresholdPercent, policy.HighThresholdPercent)
	}
	im := &realImageGCManager{
		runtime:       runtime,
		policy:        policy,
		imageRecords:  make(map[string]*imageRecord),
		statsProvider: statsProvider,
		recorder:      recorder,
		nodeRef:       nodeRef,
		initialized:   false,
		sandboxImage:  sandboxImage,
	}

	return im, nil
}

func (im *realImageGCManager) Start() {
	go wait.Until(func() {
		// Initial detection make detected time "unknown" in the past.
		var ts time.Time
		if im.initialized {
			ts = time.Now()
		}
		err := im.detectImages(ts)
		if err != nil {
			glog.Warningf("[imageGCManager] Failed to monitor images: %v", err)
		} else {
			im.initialized = true
		}
	}, 5*time.Minute, wait.NeverStop)

	// Start a goroutine periodically updates image cache.
	// TODO(random-liu): Merge this with the previous loop.
	go wait.Until(func() {
		images, err := im.runtime.ListImages()
		if err != nil {
			glog.Warningf("[imageGCManager] Failed to update image list: %v", err)
		} else {
			im.imageCache.set(images)
		}
	}, 30*time.Second, wait.NeverStop)

}

// Get a list of images on this node
func (im *realImageGCManager) GetImageList() ([]kubecontainer.Image, error) {
	return im.imageCache.get(), nil
}

func (im *realImageGCManager) detectImages(detectTime time.Time) error {
	images, err := im.runtime.ListImages()
	if err != nil {
		return err
	}
	pods, err := im.runtime.GetPods(true)
	if err != nil {
		return err
	}

	// Make a set of images in use by containers.
	imagesInUse := sets.NewString()

	// Always consider the container runtime pod sandbox image in use
	imageRef, err := im.runtime.GetImageRef(container.ImageSpec{Image: im.sandboxImage})
	if err == nil && imageRef != "" {
		imagesInUse.Insert(imageRef)
	}

	for _, pod := range pods {
		for _, container := range pod.Containers {
			glog.V(5).Infof("Pod %s/%s, container %s uses image %s(%s)", pod.Namespace, pod.Name, container.Name, container.Image, container.ImageID)
			imagesInUse.Insert(container.ImageID)
		}
	}

	// Add new images and record those being used.
	now := time.Now()
	currentImages := sets.NewString()
	im.imageRecordsLock.Lock()
	defer im.imageRecordsLock.Unlock()
	for _, image := range images {
		glog.V(5).Infof("Adding image ID %s to currentImages", image.ID)
		currentImages.Insert(image.ID)

		// New image, set it as detected now.
		if _, ok := im.imageRecords[image.ID]; !ok {
			glog.V(5).Infof("Image ID %s is new", image.ID)
			im.imageRecords[image.ID] = &imageRecord{
				firstDetected: detectTime,
			}
		}

		// Set last used time to now if the image is being used.
		if isImageUsed(image, imagesInUse) {
			glog.V(5).Infof("Setting Image ID %s lastUsed to %v", image.ID, now)
			im.imageRecords[image.ID].lastUsed = now
		}

		glog.V(5).Infof("Image ID %s has size %d", image.ID, image.Size)
		im.imageRecords[image.ID].size = image.Size
	}

	// Remove old images from our records.
	for image := range im.imageRecords {
		if !currentImages.Has(image) {
			glog.V(5).Infof("Image ID %s is no longer present; removing from imageRecords", image)
			delete(im.imageRecords, image)
		}
	}

	return nil
}

func (im *realImageGCManager) GarbageCollect() error {
	// Get disk usage on disk holding images.
	fsStats, err := im.statsProvider.ImageFsStats()
	if err != nil {
		return err
	}

	var capacity, available int64
	if fsStats.CapacityBytes != nil {
		capacity = int64(*fsStats.CapacityBytes)
	}
	if fsStats.AvailableBytes != nil {
		available = int64(*fsStats.AvailableBytes)
	}

	if available > capacity {
		glog.Warningf("available %d is larger than capacity %d", available, capacity)
		available = capacity
	}

	// Check valid capacity.
	if capacity == 0 {
		err := goerrors.New("invalid capacity 0 on image filesystem")
		im.recorder.Eventf(im.nodeRef, v1.EventTypeWarning, events.InvalidDiskCapacity, err.Error())
		return err
	}

	// If over the max threshold, free enough to place us at the lower threshold.
	usagePercent := 100 - int(available*100/capacity)
	if usagePercent >= im.policy.HighThresholdPercent {
		amountToFree := capacity*int64(100-im.policy.LowThresholdPercent)/100 - available
		glog.Infof("[imageGCManager]: Disk usage on image filesystem is at %d%% which is over the high threshold (%d%%). Trying to free %d bytes", usagePercent, im.policy.HighThresholdPercent, amountToFree)
		freed, err := im.freeSpace(amountToFree, time.Now())
		if err != nil {
			return err
		}

		if freed < amountToFree {
			err := fmt.Errorf("failed to garbage collect required amount of images. Wanted to free %d bytes, but freed %d bytes", amountToFree, freed)
			im.recorder.Eventf(im.nodeRef, v1.EventTypeWarning, events.FreeDiskSpaceFailed, err.Error())
			return err
		}
	}

	return nil
}

func (im *realImageGCManager) DeleteUnusedImages() (int64, error) {
	return im.freeSpace(math.MaxInt64, time.Now())
}

// Tries to free bytesToFree worth of images on the disk.
//
// Returns the number of bytes free and an error if any occurred. The number of
// bytes freed is always returned.
// Note that error may be nil and the number of bytes free may be less
// than bytesToFree.
func (im *realImageGCManager) freeSpace(bytesToFree int64, freeTime time.Time) (int64, error) {
	err := im.detectImages(freeTime)
	if err != nil {
		return 0, err
	}

	im.imageRecordsLock.Lock()
	defer im.imageRecordsLock.Unlock()

	// Get all images in eviction order.
	images := make([]evictionInfo, 0, len(im.imageRecords))
	for image, record := range im.imageRecords {
		images = append(images, evictionInfo{
			id:          image,
			imageRecord: *record,
		})
	}
	sort.Sort(byLastUsedAndDetected(images))

	// Delete unused images until we've freed up enough space.
	var deletionErrors []error
	spaceFreed := int64(0)
	for _, image := range images {
		glog.V(5).Infof("Evaluating image ID %s for possible garbage collection", image.id)
		// Images that are currently in used were given a newer lastUsed.
		if image.lastUsed.Equal(freeTime) || image.lastUsed.After(freeTime) {
			glog.V(5).Infof("Image ID %s has lastUsed=%v which is >= freeTime=%v, not eligible for garbage collection", image.id, image.lastUsed, freeTime)
			continue
		}

		// Avoid garbage collect the image if the image is not old enough.
		// In such a case, the image may have just been pulled down, and will be used by a container right away.

		if freeTime.Sub(image.firstDetected) < im.policy.MinAge {
			glog.V(5).Infof("Image ID %s has age %v which is less than the policy's minAge of %v, not eligible for garbage collection", image.id, freeTime.Sub(image.firstDetected), im.policy.MinAge)
			continue
		}

		// Remove image. Continue despite errors.
		glog.Infof("[imageGCManager]: Removing image %q to free %d bytes", image.id, image.size)
		err := im.runtime.RemoveImage(container.ImageSpec{Image: image.id})
		if err != nil {
			deletionErrors = append(deletionErrors, err)
			continue
		}
		delete(im.imageRecords, image.id)
		spaceFreed += image.size

		if spaceFreed >= bytesToFree {
			break
		}
	}

	if len(deletionErrors) > 0 {
		return spaceFreed, fmt.Errorf("wanted to free %d bytes, but freed %d bytes space with errors in image deletion: %v", bytesToFree, spaceFreed, errors.NewAggregate(deletionErrors))
	}
	return spaceFreed, nil
}
{'fraction_non_alphanumeric': 0.10512527992563485, 'fraction_numerical': 0.007985803016858917, 'mean_word_length': 3.9134315964293127, 'pattern_counts': {'":': 0, '<': 11, '<?xml version=': 0, '>': 19, 'https://': 0, 'lorem ipsum': 0, 'www.': 2, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '6035731', 'n_tokens_mistral': 7829, 'n_tokens_neox': 7293, 'n_words': 2458}