mediameta provides ImageMetadata and VideoMetadata classes which facilitate extracting metadata information from media files. mediameta was written and will be maintained without thrid-party image manupulation libraries or modules as they might be licensed. As of release 0.2.0 mediameta is distributed under MIT License, the previous releases were provided under GNU General Public License version 3.
Install it from PyPi with
pip install mediameta
If you run Python in a managed environment, you should have created a venv prior to attempting the installation. If the venv is in ~/venv, the installtion command would look like
~/venv/bin/pip install mediameta
See https://github.com/dandelion-systems/mediautilities for usage samples.
Copyright 2022 Dandelion Systems <dandelion.systems at gmail.com>
mediameta was inspired and partially based on:
- exiftool by Phil Harvey
- exif-heic-js, copyright (c) 2019 Jim Liu
Currently ImageMetadata class supports
- JPEG
- HEIC
- TIFF
file formats. Depending on the content of the metadata fields available in a file it extracts TIFF headers, EXIF data and GPS data.
Please note that the current implementation loads entire TIFF files into memory for processing and is therefore not recommended for use with TIFF files as they might get very big. JPEG and HEIC files are handled optimally by loading only the metadata into memory.
VideoMetadata class only supports Apple QuickTime MOV files in this release. It extracts all metadata it finds in the moov/meta atom of the file.
The usage of both classes is straigthforward. Just instaciate them supplying the name of the media file. In case the constructor cannot understand what the file is, it throws an UnsupportedMediaFile exception. For example
import mediameta as mm
import os
# Iterate through files in a given directory
for f in os.scandir('./img'):
# Skip subdirectories and links
if not f.is_file(follow_symlinks=False):
continue
# Try and load the metadata
try:
meta_data = mm.ImageMetadata(f.path)
except mm.UnsupportedMediaFile:
print(f.path + ' - format is not supported.')
continue
# If success show it
print('Metadata in ' + f.path)
print(meta_data)
mediameta module declares image metadata keys in three dictionaries
- _TiffTags
- _ExifTags
- _GPSTags
Note: some keys defined by the latest revisions of the EXIF standard, especially the ones used by some equipment and software vendors are not declared. However, such keys will be read and stored as
Tag 0xXXXX (DDDDD). XXXX and DDDDD stand for hexadecimal and decimal values of the unknown tag respectively.
If you wish to obtain individual key values from a file's metadata, you should use the literals from these dictionaries as keys to index the object of ImageMetadata. For instance, the print() calls in the example above could look like this:
print('Metadata in ' + f.path)
print('Picture taken on ' + meta_data['DateTimeOriginal'])
print('at the location with GPS coordinates')
print(meta_data['GPSLatitude'] + meta_data['GPSLatitudeRef'])
print(meta_data['GPSLongitude'] + meta_data['GPSLongitudeRef'])
A dictionary with metadata keys for VideoMetadata is not included as these keys are stored in the MOV files by their literal names. Apple defines a set of such literals in its developer documentation. You are encouraged to use the keys listed in Tables 3-6 and 3-7 of Apple developer documentation to try and retrieve metadata from Quicktime MOV files but the result is not guaranteed. It all depends on the author of the video file. Alternatively, you can iterate through keys() or all() to get all the metadata we could collect from a MOV file and then decide which ones you need. For instance, the videos taken with iPhones are likely to have at least these metadata keys:
- com.apple.quicktime.make
- com.apple.quicktime.model
- com.apple.quicktime.software
- com.apple.quicktime.creationdate
- com.apple.quicktime.location.ISO6709
Both ImageMetadata and VideoMetadata are subclasses of MediaMetadata which is a dummy class providing declarations of common fields, binary data manipulation methods, and metadata access methods. The latter is documented below. You should never need to instaciate the top level class.
__init__(file_name:str, encoding:str = 'utf_8') - the constructor, this is where all metadata is scanned in ImageMetadata and VideoMetadata. It requires just the name of the file containing media. encoding is optional and used to decode string values from byte sequences in the metadata. encoding should be one of Python supported Standard encodings. In case decoding fails the offending symbols in a string will be replaced with � (U+FFFD).
__getitem__(key:str) - retrieves the metadata value for a specific key allowing the objects of MediaMetadata and its descendants to be indexed with []. If the key is not present in the file's headers a None value is returned. If the key is present and a single value is stored under it, this value is returned. If the key holds mulptiple values like, for instance, in the case of GPS coordinates, they are returned as a list. If the object was interpreted (see interpret() below), the interpreted values are returned.
Note: For tags that have not been interpreted, rational type values are returned as 'numerator/denominator' strings. For example, in the case of
ExposureTimetag you will see something like'1/3003'as its value. This is done to preserve the original metadata and to avoid division by zero as might happen, for instance, inLensSpecificationtag recording an unknown F number in0/0notation.
__str__() - casts the object to str type returning a string of tab separated metadata key/value pairs found in the media file each followed by a line separator. The format of values follows the logic documented for __getitem__(). Useful to import the data into a spreadsheet. Or if you are creaing a command line tool, the output can be fed to awk or grep for further processing.
Note: there are non-printable tags which will not show in the output. The tags of UNDEFINED type (== 7) are such as well as some others that typically contain binary data. For instance, MakerNote and UserComment. Tags with typically long outputs will not show either though they might be perfectly printable like XMLPacket and StripOffsets. If you wish to access these, use
[]to get them directly from the class instance.
all() - a generator yielding tuples of (key, value) found in the media file. The format of values follows the logic documented for __getitem__().
keys() - returns a list of all keys found in the media file.
file_name() and file_extension() - return the file name that was supplied to the class constructor and the capitalised extesion respectively. The extesion can be used in further releases/forks to manipulate the metadata which implies knowing the original file type.
interpret() - calling this function would attempt at converting the tag's values to their human-readable form. This function attemps to locate a dictionary or a function with exactly the same name as the tag. If a dictionary is found, it tries to map the values of the tag to the ones in the dictionary. If a function is found, the tag's value is passed to it and the result is then stored as an interpreted value.
The interpreters (dictionaries and functions) defined in the package are documented below. Should you wish to overrride them, or write an interpreter for another tag, just define it in your code and register with assign_interpreter() prior to calling interpret().
Even if an interpreter for a tag is not available, interpret() will attempt to convert rational values to their decimal form, e.g. 1/4 will be converted to 0.25.
revert_interpretation() - reverts the tags back to their original values as they were obtained from the media file.
assign_interpreter(tag: str, interpreter) - assigns an interpreter for tag. interpreter must be a dictionary or a function. A dictionary must define a mapping between the tag's values and their human-readable form. Al least, this is the primary goal of interpreters. An interpreter function does the same but with whatever logic the developer thinks is right. It must accept a list of values as an input (even if there is only one value) and return a list as well.
Use it even if there is a default interpreter for a tag. The assignment will override it.
drop_interpreter(tag: str) - reverts assignment by assign_interpreter()
| 1..10 | 11..20 | 21..30 |
|---|---|---|
| Orientation | ExposureProgram | MeteringMode |
| LightSource | Flash | SensingMethod |
| SceneCaptureType | SceneType | CustomRendered |
| GainControl | WhiteBalance | Contrast |
| Saturation | Sharpness | SubjectDistanceRange |
| FileSource | Components | ResolutionUnit |
| FocalPlaneResolutionUnit | PhotometricInterpretation | Compression |
| PlanarConfiguration | YCbCrPositioning | ColorSpace |
| ExposureMode | Predictor | GPSAltitudeRef |
| GPSSpeedRef | GPSImgDirectionRef | GPSDestBearingRef |
| Intepreter Function | Action |
|---|---|
| ExifVersion | Returns a version string, e.g. 2.3 |
| FlashpixVersion | Returns a version string |
| InteroperabilityVersion | Returns a version string |
| ExposureTime | Returns a rational in seconds |
| ShutterSpeedValue | Returns an APEX value, e.g. 2.0 Ev |
| ApertureValue | Returns an APEX value |
| ExposureBiasValue | Returns an APEX value |
| MaxApertureValue | Returns an APEX value |
| BrightnessValue | Returns an APEX value or Unknown if 0xFFFFFFFF is found |
| FocalLength | Returns a focal length in mm, e.g. 4 mm |
| FocalLengthIn35mmFilm | Returns a focal length in mm |
| LensSpecification | Returns a string with min and max focal length and min Fnumber for both, e.g. f min = 18 (f/1.8), f max = 24 (f/1.8) |
| FNumber | Converts a rational value of FNumber to a string 'f/__' with a decimal value following the slash |
| GPSLatitude | Converts GPS latitude to dd°mm'ss"N format, e.g. 41°4'0.6" |
| GPSLongitude | Same as GPSLatitude but for the longtitude |
| GPSHPositioningError | Converts the error to string in meters, e.g. 24 m |
| GPSAltitude | Converts the altitude to string in meters, e.g. 156 m |
| GPSSpeed | Returns the speed as formatted string with float value |
| GPSImgDirection | Returns the direction as formatted string with float value and degrees sign at the end ('°', '\xB0') |
| GPSDestBearing | Same as GPSImgDirection but for the bearing |
| GPSVersionID |
There are a few useful functions that come predefined with the package, should you wish to use them in your code.
str_to_rational(a:str) - converts a 'numerator/denominator' string to float or int if the the numbers are exact multiples
format_rational(x:int | float, num_digits:int = 2) - returns a string containing an integer value or a floating point value rounded to num_digits decimal points.
GPS_link(lat:str, lat_ref:str, lng:str, lng_ref:str, service:str='google') - returns the maps link for the supplied coordinates. The coordinates must be obtained after calling interpret(). Supported providers are Google, Yandex, OpenStreetMaps and Microsoft Bing. Samples follow:
google_maps = GPS_link('41°4'0.6"', 'N', '29°1\'9.46"', 'E')
yandex_maps = GPS_link('41°4'0.6"', 'N', '29°1\'9.46"', 'E', 'yandex')
openst_maps = GPS_link('41°4'0.6"', 'N', '29°1\'9.46"', 'E', 'osm')
msbing_maps = GPS_link('41°4'0.6"', 'N', '29°1\'9.46"', 'E', 'bing')